24.11.2024, 11:50
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#3826
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Местный
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Interpersonal Communication Skills - Masterclass
Free Download Interpersonal Communication Skills - Masterclass
Published 11/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 176.22 MB | Duration: 0h 37m
Communicate, Connect and Thrive
What you'll learn
Develop Effective Communication Skills: Students will learn how to express their thoughts, feelings, and needs clearly and respectfully
Master Conflict Resolution Strategies: Students will gain the skills to manage and resolve conflicts constructively
Enhance Self-Awareness and Emotional Intelligence: Through tools like the Inner Team Model and meta-communication
Utilize Practical Communication Tools: Students will apply practical tools
Requirements
Basic Communication Skills: While no formal experience is required, participants should have basic communication skills and a desire to enhance their effectiveness in personal and professional interactions
Commitment to Practice: Real transformation comes from practice. Participants should be willing to apply the strategies and techniques learned during the course in their daily interactions.
Access to an Internet-Connected Device: Since this is an online course, participants will need a device (e.g., computer, tablet, or smartphone) with internet access to participate in video lessons, exercises, and interactive discussions.
Open-Mindedness and Willingness to Learn: This course is designed for individuals who are ready to engage with new concepts, reflect on their own communication habits, and apply practical tools for improvement.
Description
Welcome to the "Masterclass on Interpersonal Communication," an expertly crafted online course designed to revolutionize your understanding and execution of interpersonal communication. Whether you're aiming to deepen personal relationships, elevate your professional interactions, or enhance your everyday communicative practices, this course provides essential knowledge and tools to achieve meaningful connection and understanding.This masterclass is structured into comprehensive modules, each focusing on critical aspects of communication:Introduction to Interpersonal Communication - Kickstart your journey by understanding the essence of interpersonal communication, its importance in your personal and professional life, and how to assess and set goals to enhance your communicative abilities.The Communication Square - Dive into the four sides of a message, exploring how factual content, self-disclosure, relationships, and appeals contribute to effective communication and how misunderstandings in these areas can lead to conflict.The Virtue Quadrant - Learn to balance opposing values in communication, such as confidence and humility, and discover how managing these tensions can lead to more effective and respectful interactions.Meta-Communication - Master the art of communicating about communication itself, using techniques to discuss and improve communication patterns, crucial for personal growth and relationship management.The Inner Team Model - Explore the internal dialogues that influence how you communicate and learn strategies for managing these internal voices to improve your external communications.Conflict Management in Communication - Gain insights into understanding conflict dynamics and develop strategies for effective conflict resolution, including active listening, empathy, and perspective reframing.Instruments of Communication - Enhance your skills with practical tools and frameworks such as non-verbal communication, active listening, framing/reframing, and calibration techniques to fine-tune your communication for various scenarios.Each module includes engaging video lessons, practical applications, and interactive exercises designed to transform your communication skills. Supplementary resources, including downloadable PDFs for self-assessment and goal setting, help personalize your learning experience.Enroll in the "Masterclass on Interpersonal Communication" to unlock your potential as a communicator, forge stronger connections, and achieve your personal and professional goals with clarity and confidence. Join now and start changing the way you connect with the world around you.
Overview
Section 1: Introduction
Lecture 1 Introduction to interpersonal communication
Section 2: Principles and core models of interpersonal communciation
Lecture 2 The Communication Square (The Four Sides of a Message)
Lecture 3 The Virtue Quadrant (Value Square Model)
Lecture 4 Meta-Communication (Communicating About Communication)
Lecture 5 The Inner Team Model (Voices Within)
Lecture 6 Conflict Management in Communication
Lecture 7 Instruments of Communication: Practical Tools and Frameworks
Section 3: Conclusion
Lecture 8 Final thoughts
Professionals and Leaders: Managers, team leaders, and professionals who want to foster strong workplace relationships, enhance team collaboration, resolve conflicts constructively, and lead with empathy and clarity.,Individuals Seeking Personal Growth: Anyone looking to enhance self-awareness, express themselves more confidently, and build stronger, more authentic connections in their personal lives.,Conflict Managers and Mediators: Those working in roles where conflict resolution, negotiation, or mediating complex conversations is key will find practical, effective strategies to navigate challenging interactions.,Educators and Coaches: Teachers, trainers, and coaches who wish to communicate more effectively with students, clients, or teams, and facilitate impactful, transformative conversations.,Anyone Committed to Better Communication: If you want to reduce misunderstandings, improve relationships, and communicate more empathetically and effectively, this course is for you-regardless of your current level of experience.
Homepage
Код:
https://www.udemy.com/course/interpersonal-communication-skills-masterclass/
Код:
Rapidgator
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Fikper Free Download
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24.11.2024, 11:52
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#3827
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Местный
Регистрация: 31.08.2024
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Intro To Operating Systems By Techknowsurge
Free Download Intro To Operating Systems By Techknowsurge
Published 11/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 4.48 GB | Duration: 2h 39m
Exploring Operating Systems and Their Functions
What you'll learn
List the functions of an operating system (OS) and explain what they do
Define what an abstraction layer is and how it applies to operating systems
Explain basic operating system types and characteristics
Describe the types of operating systems and their differences
Define basic terminology such as kernel, shell, drivers, utilities, processes, and services and how they relate to the operating system
Requirements
No prior Knowledge needed
Description
This course provides a foundational understanding of operating systems (OS), covering essential concepts, terminology, and functions that support modern computing environments. Students will explore the critical roles an OS plays in managing hardware and software resources, including process management, memory management, and file systems. Key topics include the definition and purpose of abstraction layers and their application in OS design.The course will also introduce basic OS types, such as batch, time-sharing, and real-time systems, and highlight their unique characteristics and differences. Students will gain familiarity with essential OS components like the kernel, shell, drivers, utilities, processes, and services. By the end of this course, students will be equipped with the vocabulary and conceptual framework necessary for deeper study in OS architecture and functionality.Key components of the course include:List the functions of an operating system (OS) and explain what they doDefine what an abstraction layer is and how it applies to operating systemsExplain basic operating system types and characteristicsDescribe the types of operating systems and their differencesDefine basic terminology such as kernel, shell, drivers, utilities, processes, and services and how they relate to the operating systemUnderstanding Operating SystemsFunctions of a operating systemsTypes of operating systemsComponents of an operating systemLearn it Right, Learn it Well, and Reap the RewardsSpending the time now to fully understand what an operating system is and how it functions can lead to efficiency in studying future topicsWho Should Take this Course:Anyone wanting to get into a career in ITWhy take the course from me?Experience: I've been in the IT world since 2000, have a masters in computers, and over 20 industry standard certificationsKnow how to Teach: I was trained as an instructor by the USAF, have a bachelors in education, teaching since 1997, and well over 6,000 hours of classroom instruction time.I've been a hiring manager since 2010, I know what skill sets employers are looking for.TechKnowSurge's Unique ApproachYour instructor has training and years of experience as an educator, as a technician, and as a leader. The course implements the following features:Microstep lectures and segmented videos that meters learning into bite size chunks. It also makes it easy to go back and review concepts when needed.Staged-Based Educational Model where information is covered multiple times in increasing amounts of complexity. The approach helps reinforce learning and creates a knowledge and skill set less likely to fade with time.Extensive coverage of topics to make sure topics are explained fullyWell-organized content. A tremendous amount of effort has been placed on what order content should be delivered to maximize learning and minimizing confusion.A focus on pedagogy. A funny name, but your instructor has a deep understanding of educational theory and what drives learning.Module overviews explaining what to expect for each module and sets a mindset for why the information is important to learn.Video intros, overviews, and summaries to explain the intention of each video, reinforce learning, and prepare you for success.High quality and engaging videos that use graphics, great explanations, and analogies to explain complex topics in an easy to understand way.Real world application. Step beyond just the theory. Your instructor has real world experience and will share that with you throughout the course.Employer insight, know what employers are looking for. Your instructor runs IT Departments and hires individuals just like you.Content and OverviewThis well organized course will has the following modules:Welcome and Getting Started: Prepare yourself for efficiently and successfully completing the course. You'll get an overview of what the course is all about and what you should expect out of it.What Is an Operating System (OS): This module provides an introduction to the essential functions and concepts of operating systems (OS), focusing on their role in managing hardware and software resources efficiently. Students will learn about key OS functions, including process and memory management, device control, and file handling, along with the concept of abstraction layers, which simplify complex hardware interactions and support system scalability.Operating System Examples: This module explores the different types of operating systems (OS) and their unique characteristics, providing students with a broad understanding of OS categories and their specialized applications.OS Software and Services: This module introduces essential terminology related to operating systems (OS), equipping students with a foundational vocabulary for understanding OS components and their interactions. Key terms include the kernel, which is the core of the OS managing system resources; the shell, which serves as an interface for user commands; drivers, which enable hardware communication; utilities, which provide essential system tools; processes, representing active tasks; and services, which run background operations supporting various functions.Wrap Up: Time to wrap up the course and provide any final thoughts.Instructor BioTechKnowSurge (Andrew Grimes) has been in the tech industry since 2000 and even longer as an Instructor. He started out as a Survival Instructor for the United States Air Force (USAF) in 1997. When he got out of the military, he started teaching computer classes. Wanting to advance his technical skills, he became a contractor working on a wide range of technologies while teaching technology college courses in the evening. Overtime, he became a hiring manager, director, and leaderHis background includes:Building a security program within 2 years to include becoming SOC 2 Type 2 compliantLeading and maximizing efficiency of IT, Security, and DevOps teamsManaging SaaS company infrastructure with millions of active usersManaging small, medium, and large IT InfrastructuresMigrating technologies to the cloudManaging multi-million dollar budgets and reducing overall budget spend year over yearUtilizing various project management techniques such as waterfall, scrum and Kanban to maximize efficiency and successBachelors in Workforce EducationMasters in Computer Resource and Information ManagementOver 6,000 hours of teaching experienceOver 20 industry standard certifications.Past student reviews:"Andrew is absolutely the best instructor I've had throughout the course of my education. He is extremely knowledgeable when it comes to all things network and IT-related. Because of the education he provided, I am now working in the network engineering field, and I could not have done it without his expert guidance." ~Michael B."Andrew was hands down my favorite instructor since enrolling" "He has great skills as an instructor, and I've learned a lot from his classes." ~Jeff S."As an instructor, he is thorough, articulate, patient and positive. He genuinely cares that his students fully comprehend the curriculum. I have a great deal of respect for Andrew. I can't recommend him highly enough." ~Dan H."I found Andrew to be one of the best Instructors" "He presents the information with real world applications, which helped to reinforce the concepts presented in the Cisco Certification track." "I am truely thankful to have had him as my teacher." ~Dan M."Andrew is very knowledgeable and brings his practical business experience with him. He expresses himself very well and treats everyone with respect. He explains very complicated concepts in a manner that is easy to understand." "It is without reservation that I would recommend Andrew as a business professional and/or teacher." ~Adam C."Andrew is an excellent instructor and more." "Andrew is the kind of teacher that you never forget." ~ William C."Andrew Grimes is a first rate instructor who genuinely cares about the success of his students. I was fortunate to have Andrew as my instructor." "I highly recommend Andrew as an instructor and IT professional." ~Paul C."Andrew is a great instructor who really cares whether his students grasp the concepts he teaches. He has a passion for teaching that many couldn't muster." ~Patrick R."He was a great teacher and I would gladly take a class under him again." ~Joshua R."...his style of teaching is accommodating for any level, that a student is starting off at, either beginning or advance in IT world." ~Paul W."He fosters a multidimensional environment of learning in which students of diverse abilities excel." ~Mark B"Andrew Grimes was a great Data Networks and Telecommunications Instructor." "I would highly recommend him to any who desires to further their education." ~ Tommy S.
Overview
Section 1: Welcome and Getting Started
Lecture 1 Welcome
Lecture 2 How to Navigate This Course
Lecture 3 Course Overview
Lecture 4 Syllabus
Lecture 5 Meet Your Instructor
Section 2: What is an Operating System
Lecture 6 Module Intro
Lecture 7 What Is an Operating System
Lecture 8 Abstraction Layer
Lecture 9 Functions of an Operating System
Lecture 10 OS Functions: Device Management
Lecture 11 OS Functions: Disk Management
Lecture 12 OS Functions: Memory Management
Lecture 13 OS Functions: Application and Process Management
Lecture 14 OS Functions: Task Management
Lecture 15 OS Functions: Access Control
Lecture 16 OS Interfaces
Lecture 17 OS Types
Lecture 18 Firmware
Lecture 19 Patching and Life Cycle
Section 3: Patching System Exmaples
Lecture 20 Module intro
Lecture 21 Operating System Variants
Lecture 22 Windows Server
Lecture 23 Linux/Unix
Lecture 24 Android
Lecture 25 Chrome OS/Chromium OS
Lecture 26 macOS
Lecture 27 iOS
Lecture 28 iPadOS
Lecture 29 FireOS
Lecture 30 Cisco IOS
Lecture 31 Microsoft vs Apple vs Linux
Section 4: OS Software and Services
Lecture 32 Module Intro
Lecture 33 The Kernel
Lecture 34 The Shell
Lecture 35 Drivers
Lecture 36 DEMO: Utilities
Lecture 37 DEMO: Applications
Lecture 38 DEMO: Processes
Lecture 39 DEMO: Services
Section 5: Wrap Up
Lecture 40 Review
Lecture 41 Course Wrap Up
Anyone wanting to get into a career in IT
Homepage
Код:
https://www.udemy.com/course/intro-to-operating-systems/
Код:
Rapidgator
https://rg.to/file/08a7cf52fa4bf4f0498bf86578c87235/qfejz.Intro.To.Operating.Systems.By.Techknowsurge.part1.rar.html
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24.11.2024, 11:54
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#3828
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Местный
Регистрация: 31.08.2024
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Introduction To GIS And Database Management
Free Download Introduction To GIS And Database Management
Published 11/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: Arabic | Size: 2.17 GB | Duration: 2h 21m
Everything you need to get started in the world of GIS, from the basics to professional output
What you'll learn
Introduction to the concept of Geographic Information Systems and key applications
Understanding types of geographic databases and how to build them
Inputting descriptive data for each type of database
Methods for representing geographic features
Producing and presenting final results professionally
Requirements
ِArc Gis pro
Description
Are you interested in understanding Geographic Information Systems (GIS) and their essential applications across various fields? This course is designed to equip you with foundational knowledge and practical tools in this rapidly evolving field. We will begin with an introduction to GIS, covering its core principles and potential uses in fields ranging from urban planning and environmental science to transportation and public health. From there, we'll dive into geographic databases, exploring their different types and the steps required to build them, including how to input and manage descriptive data for each type effectively.Additionally, we'll cover techniques for accurately representing geographic features, helping you create visually and scientifically accurate maps and visualizations. By the end of this course, you will know how to produce high-quality outputs and confidently present results, ready to apply these skills in real-world scenarios.This course does not require any prior experience in GIS and is accessible to learners of all levels, making it ideal for anyone interested in expanding their GIS knowledge and practical skills.What You Will Learn:Introduction to the concept of Geographic Information Systems and key applicationsUnderstanding types of geographic databases and how to build themInputting descriptive data for each type of databaseMethods for representing geographic featuresProducing and presenting final results professionallyWho This Course Is For:Ideal for beginners, intermediate learners, students, data analysts, and anyone interested in digital geography and spatial analysis.
Overview
Section 1: المقدمة
Lecture 1 المقدمة
Section 2: تعريف نظم المعلومات الجغرافية
Lecture 2 التعرف علي نطم المعلومات الجغرافية و واجهة البرنامج
Section 3: تعريف قواعد البيانات الجغرافية و انواعها
Lecture 3 التعرف علي قواعد البيانات وكيفية انشائها
Lecture 4 التعرف علي قواعد البيانات من نوع file geo database
Section 4: التعرف علي كيفية عمل توجهة جغرافي لملف Raster
Lecture 5 عمل توجية جغرافي للخريطة
Section 5: رسم الظاهرات الجغرافية
Lecture 6 رسم وتمثيل الظاهرات المساحية
Lecture 7 رسم وتمثيل الظاهرات الخطية
Lecture 8 رسم وتمثيل الظاهرات النقطية
Lecture 9 التعرف علي ادوات الرسم المساعدة
Section 6: التعرف علي البيانات الوصفيه
Lecture 10 ادخال البيانات الوصفية الخاصة بالظاهرات
Section 7: عمل تنصيف للظاهرات الجغرافيه
Lecture 11 عمل تصنيف للظاهرات الجغرافية المرسومة
Section 8: الاخراج النهائي للخريطة
Lecture 12 عمل الاخراج الفني و النهائى للخريطة
Ideal for beginners, intermediate learners, students, data analysts, and anyone interested in digital geography.
Homepage
Код:
https://www.udemy.com/course/introduction-to-gis-and-database-management/
Код:
Rapidgator
https://rg.to/file/0005a6ac82ebbd5f30d8d15e6cd30679/nichm.Introduction.To.GIS.And.Database.Management.part3.rar.html
https://rg.to/file/13bb9258efad1fbf254a430a4c049ff9/nichm.Introduction.To.GIS.And.Database.Management.part2.rar.html
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24.11.2024, 11:56
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#3829
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Местный
Регистрация: 31.08.2024
Сообщений: 19,481
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Introduction to Cloud Computing on AWS for Beginners
Free Download Introduction to Cloud Computing on AWS for Beginners
Last updated 10/2023
Created by Selfcode Academy
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + subtitle | Duration: 87 Lectures ( 3h 33m ) | Size: 3.45 GB
Learn cloud computing with AWS
What you'll learn
Learn general cloud computing concepts
Gain an understanding of the fundamental systems on which the cloud is based
Build knowledge from beginner level to advanced concepts
Learn the basics of Amazon Web Services (AWS)
Develop hands-on skills using core Amazon Web Services (AWS) services
Requirements
This course is designed for Cloud Computing beginners and AWS beginners
Absolutely no prior experience necessary
Description
This Introduction to Cloud Computing on Amazon AWS course takes you from the AWS basics to being a competent AWS cloud practitioner. You'll learn general cloud computing concepts and AWS from fundamentals right through to advanced concepts. You'll also build hands-on skills using many of the core Amazon Web Services (AWS) services. Ideal for beginners - absolutely no cloud computing experience is required!We use a highly visual and effective method of teaching cloud computing and AWS concepts using diagrams and animations (no bullet-point slides!). There are lots of hands-on exercises using an Amazon Web Services (AWS) free tier account to give you practical experience.If you're interested in moving into a high-paying career working with cloud computing services - this is the best way to get started. You'll build knowledge from beginner level to advanced concepts, with plenty of opportunities to practice what you're learning.Here's a snapshot of some of the awesome skills you'll learn using this course:Learn fundamental concepts of cloud computing and including storage, database, networking, virtualization, containers, and cloud architectureCreate an AWS Free Tier account and launch your first virtual servers (Amazon EC2 instances) on the AWS CloudConfigure elasticity, high availability and fault tolerance using Amazon EC2 Auto Scaling and Amazon Elastic Load BalancingCreate and configure storage services and upload files and objects using Amazon EBS, Amazon EFS and Amazon S3Launch a relational database on Amazon RDS and a NoSQL database using Amazon DynamoDBAutomatically deploy infrastructure using code through AWS CloudFormationCreate a Platform as a Service (PaaS) application on AWS Elastic BeanstalkLearn how to use DevOps tools on AWS to automate a continuous integration and continuous delivery (CI/CD) pipelineImplement serverless computing and Docker containers on AWS using AWS Lambda and Amazon ECSCreate serverless event-driven architectures on LambdaCreate loosely coupled services with Amazon SQS and Amazon SNSThis is a great way to get started with cloud computing and also a great starting point for those planning to earn their AWS Certified Cloud Practitioner or AWS Certified Solutions Architect certifications (you will need additional courses aimed at those AWS certifications).Watch the intro video to learn how this course will help you gain a solid understanding of Cloud Computing on AWS.In this ultimate guide to cloud computing on AWS the topics you'll learn include:Section1: The building blocks of cloud computing1. Introduction2. Basic Architect of a computer3. Server Vs Desktop4. Client Server Computing5. HDDs VS SSDs6. Storage7. IP Addressing8. Networking9. Databases10. Virtualization11. APISection2: Introduction to Cloud Computing1. Introduction2. Traditional IT3. Cloud Computing4. Launching Cloud Services5. Cloud Computing service models6. Cloud Computing Deployment ModelsSection3: Demystifying Cloud Architecture1. Introduction2. Stateful VS Stateless Services3. Horizontal VS Vertical Scaling4. Load Balancing5. Fault Tolerance6. Loose Coupling7. Monolithic and Microservices architecture8. Event-driven ArchitectureSection4: AWS Basics1. Introduction2. AWS Overview3. AWS Global Infrastructure4. AWS Pricing5. Setup your AWS Free Tier Account6. Create a Billing Alarm7. IAM Overview8. Create IAM user and group9. Amazon Virtual Private Cloud (VPC)10. Security groups and Network ACLs11. Install the AWS Command Line Interface12. CLI part-2Section5: Amazon Elastic Compute Cloud (EC2))1. Introduction2. Amazon EC2 overview3. Launching an Amazon EC2 Instance4. Connecting to Amazon EC2 instances5. Create a Website using User Data6. Using IAM Role with EC27. Add load balancing with Amazon ELB8. Scale Elastically with Amazon EC2 Auto ScalingSection6: AWS Storage services1. Introduction2. AWS Storage Service Overview3. Create and Attach EBS Volume4. Instance Store Volumes5. EBS Snapshots and AMI6. Create Amazon EFS Filesystem7. Amazon S3 Create Bucket and Make Public8. Working with S3 Objects from the AWS CLISection7: AWS Databases1. Introduction2. Amazon RDS Overview3. Create Amazon RDS4. RDS Multi-AZ and Read Replica5. Install WordPress on EC2 with RDS Database6. Amazon DynamoDBBSection8: Automation on AWS1. Introduction2. Cloud Formation3. How to deploy infrastructure using AWS CloudFormation4. Elastic Beanstalk5. Deploy an application using AWS Elastic BeanstalkSection9: DevOps on AWS1. Introduction2. Continuous Integration and Continuous Delivery (CI/CD)3. CodePipeline4. Create AWS CodeStar ProjectSection10 : DNS Service & Content Delivery1. Introduction2. Amazon Route 53 Overview and Routing Policies3. Register domain using Route 534. Create Amazon CloudFront distribution with S3 static website5. SSL/TLSSection11: Containers & Serverless Computing1. Introduction2. Docker Containers3. ECS ECR EKS & Fargate4. Lab on ECS5. Serverless with AWS LambdaSection12 : Application Integration & Loose Coupling1. Introduction2. Amazon SNS3. Amazon SQS4. Lab on Amazon SNS and SQS5. AWS Lambda to Amazon SQS Event Source MappingSection13: How to get Certified on AWS1. How to get certified on AWS
Who this course is for
Anyone keen to learn more about cloud computing
Ideal for newbies to cloud computing
Professionals keen to explore cloud computing services
Anyone interested in understanding Amazon Web Services (AWS)
Aspiring developers who want to build applications on AWS Students
keen to learn the fundamental concepts of cloud computing
Homepage
Код:
https://www.udemy.com/course/introduction-to-cloud-computing-on-aws-for-beginners-with-aws/
Код:
Rapidgator
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24.11.2024, 11:59
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#3830
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Местный
Регистрация: 31.08.2024
Сообщений: 19,481
Сказал(а) спасибо: 0
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Introduction to Machine Learning by Maxime Vandegar
Free Download Introduction to Machine Learning by Maxime Vandegar
Published 11/2024
Created by Maxime Vandegar
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 23 Lectures ( 4h 21m ) | Size: 1.61 GB
Build Machine Learning Algorithms from Scratch (No Sklearn Shortcuts!)
What you'll learn
Implement Machine Learning Algorithms from Scratch
Compare Custom Implementations to Sklearn
Understand the Math and Logic Behind ML
Gain Confidence in ML Fundamentals
Build and Train Neural Networks
Develop Practical Coding Skills
Requirements
Mathematics Knowledge: Familiarity with high school-level math, including basic algebra, metrics, and an understanding of derivatives.
Programming Skills: Proficiency in object-oriented programming (preferably Python) to follow and implement coding exercises effectively.
Description
Master the art of machine learning by implementing algorithms from scratch, step-by-step! In this hands-on course, you won't just learn the theory - you'll write the code behind popular machine learning techniques yourself. From linear regression and decision trees to advanced neural networks, every part of each algorithm will be built from the ground up. Then, we'll benchmark our implementations against industry-standard libraries like Scikit-learn, proving that our custom algorithms can match or even outperform them in efficiency.Why this course is different:Learn from an Expert: With a background in advanced academic research and real-world consulting, your instructor combines cutting-edge theory with practical insights.No Sklearn Black Box: Say goodbye to plug-and-play libraries. Learn how every piece of the machine learning puzzle fits together by coding each algorithm from scratch.Hands-On Coding: Every concept is accompanied by code implementations from scratch, ensuring you don't just learn - you create.Comprehensive Comparisons: Put your custom-built algorithms head-to-head with Sklearn's implementations to understand optimization, speed, and accuracy.Complete Neural Network Implementation: Build and train neural networks from scratch, understanding every layer, activation function, and backpropagation step.By the end of this course, you'll have a deep understanding of how machine learning algorithms work under the hood and the confidence to implement them in any project - no shortcuts, just pure mastery.
Who this course is for
Aspiring Data Scientists
Developers Transitioning to Machine Learning
Students and Researchers
Professionals in Applied Fields
Consultants and Entrepreneurs
Machine Learning Enthusiasts
Homepage
Код:
https://www.udemy.com/course/introduction-machine-learning/
Код:
Rapidgator
https://rg.to/file/0b7a8749d5fa16f561e772cc51eb8f0a/zkokl.Introduction.to.Machine.Learning.by.Maxime.Vandegar.part1.rar.html
https://rg.to/file/1f4e222f039049107892e59b78fa92a4/zkokl.Introduction.to.Machine.Learning.by.Maxime.Vandegar.part2.rar.html
Fikper Free Download
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https://fikper.com/dX7u1RhnRc/zkokl.Introduction.to.Machine.Learning.by.Maxime.Vandegar.part2.rar.html
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24.11.2024, 12:01
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#3831
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Местный
Регистрация: 31.08.2024
Сообщений: 19,481
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Introduction to Oracle Process Automation (Gen 3) OPA basics
Free Download Introduction to Oracle Process Automation (Gen 3) OPA basics
Published 11/2024
Created by BEENUM LEARNING
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 62 Lectures ( 5h 33m ) | Size: 2.5 GB
(2024 Version) Learn Introduction to Oracle Process Automation (OPA Gen 3): For Developers and for beginners
What you'll learn
Basics of Oracle Process Automation (Gen 3)
Create a structured process
Create Type
Call REST API with connector
Call Oracle Integration with connector
Use Human task activity for taking user action
Create Web Form
Create Data Objects
Create roles and associate users
OPA Application lifecycle
Manage data concepts in OPA
and lot of other topics.....
This course does not cover advanced topics in Oracle Process Automation
Requirements
Prior experience working as a developer in previous assignments
You should have a Oracle Process Automation instance to practice the classes in this course
The course is delivered in an Indian English accent, ensuring clarity and relatability throughout. If you find Indian English difficult to understand, it may be best to consider other courses, as this course focuses on an Indian English pronunciation and style.
Description
This course is designed to help developers who aspire to learn Oracle Process Automation (OPA Gen 3) from scratch. Please enroll to this course only if you are planning to learn the basics of Oracle Process Automation and to become a Oracle Process Automation developer.If you are a functional or sales professional then this course may not be a best fit for you.NOTE: This course does not cover advanced topics.NOTE: The course is delivered in an Indian English accent, ensuring clarity and relatability throughout. If you find Indian English difficult to understand, it may be best to consider other courses, as this course focuses on an Indian English pronunciation and style.With this course you will learn the basics of Oracle Visual Builder application development and below are few are the highlights on the topics covered in this course:Create a structured processCreate TypeCall REST API with connectorCall Oracle Integration with connectorUse Human task activity for taking user actionCreate Web FormEvents in Web FormPresentations in Web formCreate Data ObjectsCreate roles and associate usersOPA Application lifecycleManage data concepts in OPAInline Sub processesCalling one process from anotherBusiness key conceptCorrelation between processes and much more conceptsOracle Process Automation enables you to rapidly design, automate, and manage business processes in the cloud.Key capabilities include:Structured and dynamic process modelingDecision modelingConnectivity to outside apps and integrationsWeb formsUser task management and tracking
Who this course is for
Beginners in Oracle Process Automation
This course is only for developers
This is a 100 % hands on course (practical) with no presentation or theory
This course is not for Functional and Sales professionals
This course does not cover advanced topics and covers only basic concepts
The course is delivered in an Indian English accent, ensuring clarity and relatability throughout. If you find Indian English difficult to understand, it may be best to consider other courses, as this course focuses on an Indian English pronunciation and style.
Homepage
Код:
https://www.udemy.com/course/intro-to-opa-gen-3/
Код:
Rapidgator
https://rg.to/file/0645152460e0a117cfab514668d2d725/zlbly.Introduction.to.Oracle.Process.Automation.Gen.3.OPA.basics.part1.rar.html
https://rg.to/file/466115141ed085a7979708ad77fca8f8/zlbly.Introduction.to.Oracle.Process.Automation.Gen.3.OPA.basics.part2.rar.html
https://rg.to/file/53a9a4d5bccc9538c5c2f232b82a18df/zlbly.Introduction.to.Oracle.Process.Automation.Gen.3.OPA.basics.part3.rar.html
Fikper Free Download
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https://fikper.com/IpDAZFB2mw/zlbly.Introduction.to.Oracle.Process.Automation.Gen.3.OPA.basics.part2.rar.html
https://fikper.com/lbkgQft02W/zlbly.Introduction.to.Oracle.Process.Automation.Gen.3.OPA.basics.part3.rar.html
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24.11.2024, 12:03
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#3832
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Местный
Регистрация: 31.08.2024
Сообщений: 19,481
Сказал(а) спасибо: 0
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Introduction to Penetration Testing and Ethical Hacking
Free Download Introduction to Penetration Testing and Ethical Hacking
Published 11/2024
Created by Rick Crisci
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 29 Lectures ( 2h 25m ) | Size: 1.2 GB
Easy Ethical Hacking for Beginners: Hands-on Demos with Downloadable Lab Manuals & Study Guides for Beginners
What you'll learn
Learn basic Penetration Testing and Ethical Hacking concepts quickly
Use the Kali Linux to perform basic Ethical Hacking Tasks
Quickly and easily build your own Ethical Hacking lab in the AWS Cloud
Follow the demos or use written PDF lab guides to try these tasks yourself
Complete quizzes at the end of each key lesson to test your knowledge
Requirements
You will need an AWS account - I will show you how to create one.
Description
"Rick's courses are great. He explains the topics and concepts well, and provides additional downloadable content (slides, study guides and lab manuals) to enhance the learning experience for those different types of learners. It's like always getting the "good teacher" year after year." - ChrisAre you new to Penetration Testing and Ethical Hacking? Have you found that many of the training resources out there use complex technical jargon that make it difficult to understand the basic concepts? If you need to get a basic understanding of these concepts quickly and clearly, this is the course for you.This course answers the questions:What is ethical hacking, and why is it important?How can I get started with hacking without breaking any laws?What is the CIA Triad, and how does it relate to cybersecurity?What are the most common cybersecurity threats, and how can they affect systems?What are the main phases of a penetration test, and what is each phase's purpose?What are the key terms and definitions every beginner hacker should know?How do I set up a hacking lab using AWS and Kali Linux for practical learning?How can I use tools in Kali Linux to footprint and assess vulnerabilities in a network?How can I execute footprinting operations to find weaknesses using Kali Linux?How can I execute a Brute Force password attack using Kali Linux?I've taught hundreds of thousands of students, helping them gain valuable tech skills, and I believe anyone interested in ethical hacking and penetration testing will find immense value in this course. With concise, engaging lectures mostly around 5-15 minutes each, this course will give you hands-on experience with practical tools and methodologies used by cybersecurity professionals.This course covers the critical skills and strategies in penetration testing, walking you through the essential techniques to identify and mitigate vulnerabilities effectively. With focused demos and clear guidance, you'll gain confidence in conducting ethical hacking operations while building a solid foundation in penetration testing best practices.Whether you're a security enthusiast, an IT professional wanting to understand the hacker's perspective, or someone aiming for a cybersecurity certification, this course is the perfect place to start your journey!
Who this course is for
Anyone who needs to get started with the basic concepts of Penetration Testing and Ethical Hacking
Homepage
Код:
https://www.udemy.com/course/ethicalhackingintro/
Код:
Rapidgator
https://rg.to/file/7aaf31ae60ea1686508b36f943b0b96d/ydnjk.Introduction.to.Penetration.Testing.and.Ethical.Hacking.part2.rar.html
https://rg.to/file/a5acc02ad0f1d51c547c4d9c54b4ff4b/ydnjk.Introduction.to.Penetration.Testing.and.Ethical.Hacking.part1.rar.html
Fikper Free Download
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24.11.2024, 12:05
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#3833
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Местный
Регистрация: 31.08.2024
Сообщений: 19,481
Сказал(а) спасибо: 0
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Intuitive Music Production with Ableton Live
Free Download Intuitive Music Production with Ableton Live
Published 11/2024
Created by Codabass Musican
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 32 Lectures ( 8h 6m ) | Size: 8.42 GB
Learn the Art of Intuitive Music Production in Ableton Live
What you'll learn
Master the Basics of Ableton Live - Learn essential navigation, tools, and functions in Ableton Live to build a strong foundation in music production.
Understand the Creative Process of Music Production - Explore how to generate musical ideas, shape them intuitively, and build a song from start to finish.
Create Dynamic, Moving Soundscapes - Use arrangement, automation, and effects to bring movement and depth to your tracks.
Work in a Flow State to Enhance Creativity - Learn techniques for entering and sustaining a flow state, unlocking new levels of musical intuition and creativity
Create Songs Quickly and Effortlessly - Discover streamlined techniques for building songs from start to finish.
Essential Music Theory Fundamentals - Learn practical, easy-to-apply music theory essentials that shape mood and emotion in your music.
That creating music in Ableton Live is crazy fun!
Requirements
Ableton Live Software: A licensed copy of Ableton Live (preferably the latest version) or a trial download of Ableton Live is necessary to follow along with the course exercises and projects. The trial version will allow you to experience the full capabilities of the software during the course duration.
Good Quality Headphones or Studio Monitors: High-quality audio playback equipment will help you accurately hear the details in your music production.
Computer with Adequate Specifications: A computer that meets or exceeds Ableton Live's system requirements to ensure smooth operation during music production.
MIDI Controller (Optional but Recommended): A MIDI controller can enhance your experience and allow for more hands-on interaction with Ableton Live.
Description
Welcome to Intuitive Music Production With Ableton Live, where creativity meets passion! This isn't just another Ableton course; it's your gateway into the vibrant world of music creation. Designed specifically for beginners and intermediate electronic music producers - this transformative journey will help you unlock the artistic mindset of a true creator. I'm Codabass, your instructor, and together, we'll embark on an immersive exploration of intuitive music production that will ignite your passion and elevate your skills.Level 1: The FoundationsStep into the realm of music-making by mastering Ableton Live's interface with ease. At this foundational level, you'll learn how to navigate the software and discover how to infuse emotion and personality into your creations. We'll focus on cultivating your ability to "feel" your music, ensuring that each loop you create resonates deeply with authenticity and expression. By the end of this level, you'll have built a solid foundation in Ableton Live and crafted your very first loop that reflects who you are as an artist.Level 2: Workflow & AutomationNow that you've laid the groundwork, it's time to dive deeper! In Level 2: Workflow & Automation, we will transform those loops into full-fledged songs. You'll explore advanced techniques that enhance your compositions while refining your workflow. This is where you start seeing the connection between creativity and structure-turning sparks of inspiration into cohesive musical pieces.Level 3: Instrumental Creation & Live Jam ProductionPrepare for an exhilarating culmination in Level 3! Here, we focus on advanced sound design and innovative techniques like call-and-response to breathe life into your tracks. This is where magic happens-you'll learn how to create music that doesn't just sound good but feels alive! Your unique artistry will shine as you harness these skills to produce tracks that truly resonate with listeners.Why This Course?This course transcends mere technical instruction; it's about embracing intuition and feeling the pulse of music within you. Learn how to channel spontaneous ideas into polished tracks while expressing your distinctive voice throughout the process. Let's redefine what it means to create music-together!Who Is This Course For?- Beginner producers trying to get their heads around Ableton Live- Intermediate musicians looking to enhance their intuitive creation skills and learn some neat tricks.- Creative souls who want to turn ideas into fully realized tracks- Anyone passionate about crafting music that moves heartsJoin me in this course, and let's push beyond conventional boundaries-where every note tells a story, and every beat echoes with emotion! What's Included with This CourseWhen you join this course, you'll receive:Free eBook: A detailed guide to intuitive music production to complement your learning.Mastering Rack: Elevate your tracks with professional-level mastering tools.Chord Rack: Experiment with creative and inspiring chord progressions effortlessly.Sub Bass Rack: Perfect your low-end and bring power to your tracks with this custom tool.Udemy Exclusive Opportunity: Upload your best song to NY Talk Radio and showcase your work to a wider audience.Enroll now, and let's embark on this musical journey together!
Who this course is for
Beginner and Intermediate Producers: This course is designed for those fairly new to Ableton Live who are eager to dive into music production but struggle with creating a full song from start to finish.
Creativity Boosters: Perfect for learners who want to add personality and movement to their music, going beyond loops to create tracks that tell a story and captivate listeners.
Sound Shapers: If you've been frustrated with making your music sound professional, this course provides essential tools and tips for crafting rich, high-quality sounds right within Ableton.
Intuitive Learners: For those who want to create by feel, not just by theory, this course emphasizes an instinctual approach to music, helping you build tracks naturally and confidently.
Homepage
Код:
https://www.udemy.com/course/intuitive-music-production/
Код:
Rapidgator
https://rg.to/file/04ad6709bd7d4838485e22343817a941/eylap.Intuitive.Music.Production.with.Ableton.Live.part07.rar.html
https://rg.to/file/18a36f6a91a38f9463b7c14cafddd26f/eylap.Intuitive.Music.Production.with.Ableton.Live.part01.rar.html
https://rg.to/file/49cd5c6900068081e6ba8754c285a379/eylap.Intuitive.Music.Production.with.Ableton.Live.part08.rar.html
https://rg.to/file/5558afaa9b8e2a0e30f6c9b1939fa13b/eylap.Intuitive.Music.Production.with.Ableton.Live.part06.rar.html
https://rg.to/file/86dff7025d2095339bf43f8daafab61c/eylap.Intuitive.Music.Production.with.Ableton.Live.part04.rar.html
https://rg.to/file/a832f4d1e5b7e3eac84bf2bc51e0c381/eylap.Intuitive.Music.Production.with.Ableton.Live.part03.rar.html
https://rg.to/file/ab4d8c8172f3526614f6ce6a8fa1039f/eylap.Intuitive.Music.Production.with.Ableton.Live.part05.rar.html
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24.11.2024, 12:07
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#3834
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Местный
Регистрация: 31.08.2024
Сообщений: 19,481
Сказал(а) спасибо: 0
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Investment Appraisal - Capital Budgeting (Cima P2 - Acca Fm)
Free Download Investment Appraisal / Capital Budgeting (Cima P2 / Acca Fm)
Last updated 2/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 5.01 GB | Duration: 5h 53m
Investment appraisal (especially focusing on net present value)
What you'll learn
Apply the following for decision-making: a. Relevant cash flows b. Non-financial information
Explain: a. Investment decision making process b. Discounting c. Capital investments as real options
Apply the following to evaluate projects: a. Payback b. Accounting rate of return c. IRR d. NPV e. Discounted payback f. MIRR
Apply capital rationing, sensitivity analysis and asset replacement cycles
Requirements
Basic knowledge of compounding and discounting
Description
In this comprehensive course, participants will delve deeply into the realm of capital budgeting, also known as investment appraisal. Through a structured curriculum, learners will gain proficiency in a range of essential techniques crucial for effective financial decision-making in business ventures. This course is ideal for candidates pursuing CIMA subject P2 or ACCA subject FM.The course begins by elucidating fundamental concepts such as the payback period, which measures the time required for an investment to recoup its initial outlay. Participants will then progress to more advanced methodologies, including the discounted payback period, which adjusts for the time value of money, and the accounting rate of return, which evaluates profitability based on accounting profits relative to the initial investment.A central focus of the course is the thorough exploration of net present value (NPV), a cornerstone of capital budgeting that factors in the time value of money to determine the present value of future cash flows. Participants will learn to calculate NPV and its variations, understanding how to incorporate adjustments for tax implications, inflationary pressures, and fluctuations in working capital.Moreover, the curriculum extends beyond basic techniques to encompass nuanced topics such as capital rationing, wherein investment opportunities are evaluated and prioritized within budget constraints. Learners will also gain insights into asset replacement cycles, essential for optimizing capital allocation and maintaining operational efficiency.Furthermore, the course equips participants with the analytical tools for conducting sensitivity analysis, enabling them to assess the impact of changing variables on investment outcomes and make informed strategic decisions.In addition to mastering traditional capital budgeting techniques, this course provides participants with a valuable introduction to real options theory-a cutting-edge approach to investment analysis that accounts for the flexibility and strategic decision-making inherent in uncertain environments. Real options theory extends beyond traditional discounted cash flow models by acknowledging the value of managerial flexibility to adapt and capitalize on future opportunities or mitigate risks. Participants will explore how real options theory applies to various business scenarios, such as the option to expand operations, defer investment, or abandon projects based on evolving market conditions. By integrating real options theory into their analytical toolkit, participants will be empowered to make more robust investment decisions that not only optimize financial returns but also position their organizations to thrive amidst uncertainty and volatility in today's dynamic business landscape.
Overview
Section 1: Investment Appraisal
Lecture 1 Introduction and relevant cash flows
Lecture 2 Payback period
Lecture 3 Accounting rate of return (ARR)
Lecture 4 Time value of money and discounted payback period
Lecture 5 Introduction to NPV
Lecture 6 NPV question with relevant cash flows
Lecture 7 NPV and tax adjustments
Lecture 8 NPV and inflation adjustments
Lecture 9 NPV question with tax
Lecture 10 NPV and working capital, Pros and cons of NPV
Lecture 11 NPV question with all adjustments
Lecture 12 Internal rate of return (IRR)
Lecture 13 IRR advantages and disadvantages
Lecture 14 Modified internal rate of return
Lecture 15 Annual equivalent cash flow and asset replacement cycle
Lecture 16 Capital rationing
Lecture 17 Sensitivity analysis and Monte Carlo Simulation
Lecture 18 Post completion audit, perpetuities and changing discount rates
Lecture 19 Real options
Management Accounting and Financial Management students. Primarily for CIMA P2 and ACCA FM students.
Homepage
Код:
https://www.udemy.com/course/investment-appraisal-capital-budgeting-cima-p2-acca-fm/
Код:
Rapidgator
https://rg.to/file/19d6944e50f06a426b0fc0f786be2433/duqtz.Investment.Appraisal..Capital.Budgeting.Cima.P2..Acca.Fm.part6.rar.html
https://rg.to/file/3fcc5fcbf38aa9c613b8e36261d3b162/duqtz.Investment.Appraisal..Capital.Budgeting.Cima.P2..Acca.Fm.part1.rar.html
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https://rg.to/file/c63c2e79657875fdc3e47fb8af9fca34/duqtz.Investment.Appraisal..Capital.Budgeting.Cima.P2..Acca.Fm.part3.rar.html
Fikper Free Download
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24.11.2024, 12:09
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#3835
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Местный
Регистрация: 31.08.2024
Сообщений: 19,481
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Its Kinda Weird But It Works - Best Email Marketing
Free Download Its Kinda Weird But It Works - Best Email Marketing
Published 11/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 2.53 GB | Duration: 0h 58m
How to get start in Email Copywriting
What you'll learn
marketing tactic
how to get opened
how to start email marketing
how to deliver emails
Requirements
no experience needed this for biginners
Description
Hey welcome in this course, i guess in this page i should tell why you should buy this course and convince you that this s the best course ever and that gonna help you and bla bla blaWell i am not gonna do that because this s not the best course ever, if anything i am not proud of it, i am not an expert in this field and i just tried and attempted to do it, because i heard that email marketing its really profitable.Anyway, this course sucks, my english is not the best and i am trying to teach copywriting it sound like a joke it weird. And also the content is a little bit adhd, if you buy it you need to go through the course more than one to understand what i really wanna say. But if you do it will help you TO GET STARTEDAnd if i do anything, if you are procrastinating to start and you feel the impostor syndrom look at me, i m really far to be ready to teach copywriting but i am trying i am giving a chance and i am honest about it.Go and do what you want andProps to you
Overview
Section 1: Introduction
Lecture 1 Introduction
Lecture 2 get started with this easy framework
Lecture 3 let us start writing
Lecture 4 how to deliver your emails
Lecture 5 outro
biginner email marketing
Homepage
Код:
https://www.udemy.com/course/its-kinda-weird-but-it-works-best-email-marketing/
Код:
Rapidgator
https://rg.to/file/5d78bfd681e7caf8d9e986f299cf4a1c/brrxe.Its.Kinda.Weird.But.It.Works..Best.Email.Marketing.part1.rar.html
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Fikper Free Download
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No Password - Links are Interchangeable
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24.11.2024, 12:11
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#3836
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Местный
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Java Spring AI, Neo4J, and OpenAI for Knowledge Graph RAG
Free Download Java Spring AI, Neo4J, and OpenAI for Knowledge Graph RAG
Published 11/2024
Created by Timotius Pamungkas
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + subtitle | Duration: 58 Lectures ( 6h 15m ) | Size: 2.9 GB
RAG (Retrieval Augmented Generation) with Vector Similarity and Knowledge Graph using Spring AI, Neo4J, and Temporal
What you'll learn
Understand Retrieval Augmented Generation (RAG) for Generative AI
Understand Knowledge Graph and How It Enhances RAG to Form GraphRAG
Implements Retrieval Augmented Generation (RAG) Using OpenAI, Spring Boot 3 and Spring AI
Implements Knowledge Graph RAG Using Neo4j
Requirements
Basic Java Programming
Basic Spring Boot Programming
Basic Understanding of Using Large Language Models like OpenAI
Description
Enhance Your Generative AI Expertise with Retrieval Augmented Generation (RAG) and Knowledge GraphRetrieval-augmented generation (RAG) is a powerful approach for utilizing generative AI to access information beyond the pre-trained data of Large Language Models (LLMs) while avoiding over-reliance on these models for factual content. The effectiveness of RAG hinges on the ability to quickly identify and provide the most relevant context to the LLM. Knowledge Graphs transforms RAG systems with improved performance, accuracy, traceability, and completeness.The RAG with Knowledge Graph, also known as GraphRAG, is an effective way to improve the capability of Generative AI. Take your AI skills to the next level with this ultimate course, designed to help you unlock the potential of LLMs by leveraging Knowledge Graphs and RAG systems.In this course, you will learn:Introduction to RAG Systems: Discover why Retrieval Augmented Generation is a groundbreaking tool for enhancing AI.Foundations of Knowledge Graphs: Grasp the basics of knowledge graphs, including their structure and data relationships. Understand how these graphs enhance data modeling for RAG.Implementing GraphRAG from Scratch: Build a fully operational RAG system with knowledge graphs. Use LLMs to extract and organize information.Building Knowledge From Multiple Data Sources: Learn to integrate knowledge graphs with unstructured and structured data sources.Querying Knowledge Graphs: Gain practical experience with leading tools and techniques.Technology Highlights:Spring AI: A new technology from famous Java Spring to help engineers work easily with various Generative AI and Large Language ModelsOpen AI: The innovative Generative AI that everyone loves. A groundbreaking tool for Large Language Models and AI.Neo4J: Graph database and Vector store that integrates easily with Spring AI to form RAG and Knowledge GraphTemporal: A workflow orchestrator platform to help engineers build a reliable GrahRAG pipeline.Mastering advanced AI techniques offers a significant edge in today's fast-paced, data-driven world. This course provides actionable insights to enhance your career or innovate in your field.
Who this course is for
Software Developers / Engineers (particularly on Java Spring)
AI Enthusiasts
Technical Lead / Managers
Homepage
Код:
https://www.udemy.com/course/java-spring-ai-neo4j-openai-knowledge-graph-rag/
Код:
Rapidgator
https://rg.to/file/11af51d4a6ee1f904cc0e603daadf772/routb.Java.Spring.AI.Neo4J.and.OpenAI.for.Knowledge.Graph.RAG.part2.rar.html
https://rg.to/file/72ef28b80b50f294f2dff7ee0c7bc4af/routb.Java.Spring.AI.Neo4J.and.OpenAI.for.Knowledge.Graph.RAG.part1.rar.html
https://rg.to/file/920d7f29e9e3a8e97fb6f51e53f655c0/routb.Java.Spring.AI.Neo4J.and.OpenAI.for.Knowledge.Graph.RAG.part3.rar.html
Fikper Free Download
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https://fikper.com/edNvnsis1Z/routb.Java.Spring.AI.Neo4J.and.OpenAI.for.Knowledge.Graph.RAG.part3.rar.html
https://fikper.com/l7wSQZqPtt/routb.Java.Spring.AI.Neo4J.and.OpenAI.for.Knowledge.Graph.RAG.part2.rar.html
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24.11.2024, 12:13
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#3837
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Местный
Регистрация: 31.08.2024
Сообщений: 19,481
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Javascript Insights - Visualizing Var, Let, And Const In 2024
Free Download Javascript Insights - Visualizing Var, Let, And Const In 2024
Published 11/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 2.96 GB | Duration: 5h 34m
Visualize advanced concepts related to VAR, LET, CONST and EXECUTON CONTEXT for all serious JavaScript developers!
What you'll learn
Understand VAR, LET, CONST at its fundamental and technical level
Visualize the execution context and the call stack
Understand the difference between immutable bindings vs immutable assignments
Understand advanced concepts around block scoping, function objects and internal slots
Understand hoisting, binding and memory allocation for VAR LET and CONST
Learn why LET and CONST were introduced to replace VAR
Master advanced concepts like environments, declarative records, components, slots, and more!
Understand the Temporal Dead Zone (TDZ), and how to deal with it
Compare JavaScript variable scopes to other languages like C, Java, Bash etc
Be able to choose the appropriate keyword based on context
Grasp memory management and bindings related to LET, CONST and VAR
Understand the concept of variable reassignment and redeclaration
Understand Lexical Scoping versus Dynamic Scoping
Was VAR ever broken?
Should you ever use VAR today (the answer may surprise you)
And a whole bunch more!
Requirements
A little understanding of JavaScript will be helpful
Mac or PC, so you can code alongside with me
Description
Master JavaScript's Reserved Keywords: VAR, LET, and CONSTUnlock the secrets of JavaScript's most essential reserved keywords VAR, LET and CONSTJoin an action-packed journey into the heart of JavaScript Master VAR,LET, and CONST- the trio that shapes how we declare and manage variables in our code!Go beyond the basics to uncover the intricate workings of these keywords. Few developers grasp their full potential, and even fewer understand how they operate under the hood. Understand global scope, local scope, blocks and function execution contexts and how to use variables in these scenariosBy the end of this course, you'll not only master the syntax but also gain a profound understanding of how these keywords interact with memory, execution contexts, and environment records.WHY DO YOU NEED TO MASTER VAR LET AND CONST?Understanding VAR, LET, and CONST keywords is essential for any serious JavaScript developer because these keywords fundamentally shape how variables behave in your code. Understanding their differences in scope, hoisting, and mutability helps prevent common pitfalls. With VAR being function-scoped and prone to hoisting issues, while LET and CONST offer block-scoping and "partial-immutability" (with CONST), developers can write cleaner, more predictable code. Additionally, knowing how these keywords interact with memory management and execution contexts allows developers to optimize performance and maintainability in their applications.WHAT YOU WILL LEARN:Fundamentals of VAR, LET, and CONST: Delve into the core principles that govern these keywords and how they differ in functionality.Fundamentals of BLOCK and FUNCTION scope: Delve into the technical logic and contexts that are created whenever the JS engine evaluates variables inside of a block or function.Advanced Concepts: Gain insights into declarative records, components, slots, and more as you explore advanced topics that every JavaScript developer should know. Part of this advanced learning is understanding the difference between immutable bindings vs immutable assignments, which is extremely important when using the CONST keyword.Execution Contexts & Call Stack Visualization: Visualize how JavaScript executes your code and how variable bindings are created in different contexts.Hoisting, Binding, and Memory Allocation: Master the concepts of hoisting and binding, and learn how memory is allocated for each keyword.The Evolution of JavaScript : Discover why LET and CONST were introduced to replace VAR and what this means for modern development practices.Temporal Dead Zone (TDZ): Understand this critical concept and learn strategies for effectively managing it in your code.Comparative Analysis: Compare JavaScript variable scopes with other programming languages like C, Java, and Bash to enhance your understanding of scope management.Contextual Keyword Selection: Develop the skills to choose the appropriate keyword based on specific coding scenarios.Memory Management & Bindings: Grasp how memory management works in relation to LET, CONST, and VAR to write more efficient code.Variable Reassignment & Redeclaration: Understand the nuances of variable reassignment and redeclaration in JavaScript depending on whether you're using CONST, LET or VARLexical vs. Dynamic Scoping: Explore these two scoping types to deepen your understanding of variable accessibility.Historical Insight: Was VAR ever broken? Dive into its past to understand its limitations and how they shaped modern JavaScript.AND MORE!COURSE FEATURES: This course is designed to be interactive and engaging! Each section is packed with coding exercises that reinforce your learning. You'll also find quizzes at the end of each section to test your knowledge, a comprehensive final exam to challenge your skills, and a hands-on assignment that puts your newfound expertise into practice.Join this course to start an exciting adventure as we demystify JavaScript's reserved keywords! Whether you're a beginner looking to solidify your foundation or an experienced developer eager to deepen your understanding, this course will equip you with the knowledge and skills needed to excel in JavaScript development. WHY THIS COURSE STANDS OUTThis isn't just another course; it's a transformative experience that will make you an indispensable asset on any development team. Most developers use VAR, LET, and CONST without fully understanding them-become one of the few who do!Let's get coding!
Overview
Section 1: Introduction
Lecture 1 Intro to variables, execution context, temporal dead zones, scope and more
Lecture 2 Temporal dead zone
Lecture 3 History of VAR, LET and CONST
Lecture 4 The 3 stages of a variable's life, and the MILLION DOLLAR QUESTION
Lecture 5 Reasons why JS distinguishes between variable declarations vs initializations
Lecture 6 Variable hoisting
Lecture 7 Using "debugger" to examine scope of functions and variables
Lecture 8 Why is VAR initialized with the value of "undefined" ?
Lecture 9 VAR allows re-assignment and re-declaration, and some problems with VAR
Lecture 10 LET allows reassignment but not redeclaration
Lecture 11 CONST prohibits reassignment, but does not enforce immutability
Lecture 12 Scope intro
Lecture 13 Global Scope - VAR, LET and CONST are all global scoped. VAR goes further.
Lecture 14 Why adding properties to the global object is generally not a good idea
Lecture 15 Function Scope - VAR, LET and CONST
Lecture 16 Comparing C and JavaScript function scope with VAR
Lecture 17 Module Scope - VAR, LET and CONST are all confined to modules
Lecture 18 Block Scope - LET and CONST are blocked scoped
Lecture 19 VAR hacks, IIFEs, and "use strict"
Lecture 20 VAR is not blocked scoped
Lecture 21 Nested scopes and shadowing
Lecture 22 Temporal Dead Zone - why was it created?
Lecture 23 What does "temporal" mean in "temporal dead zone"?
Lecture 24 Example - identifying overall scope
Lecture 25 Example - identifying variable scope
Lecture 26 Example - global execution context and the call stack
Lecture 27 Example - function execution context and the call stack
Lecture 28 Example - block scope and final words
Section 2: JavaScript's Execution Context - Creation Phase
Lecture 29 Does the JavaScript engine move your code around?
Lecture 30 Intro to VAR, and Execution Contexts
Lecture 31 What you are about to learn is very practical (and advanced)
Lecture 32 What is an Execution Context (phases, and types)?
Lecture 33 Intro to the Realm Record
Lecture 34 The 3 most important fields that the Realm Record creates
Lecture 35 The[ntrinsics] field
Lecture 36 The[[GlobalObject]] field
Lecture 37 What are Environment Records
Lecture 38 The[[GlobalEnv]] field
Lecture 39 Global Variable Recap
Lecture 40 The[[VarNames]] field, and recap
Lecture 41 Lexical and Variable Environment
Lecture 42 Basic example with a blank app.js file
Lecture 43 Example - setting up the Global Execution Context
Lecture 44 Example - assigning the global variables and function to the correct fields
Lecture 45 Function Object Intro
Section 3: JavaScript's Execution Context - Execution Phase
Lecture 46 Execution phase and the call stack
Lecture 47 Example execution - part 1
Lecture 48 Function execution context - how it works under the hood
Lecture 49 Example execution - part 2
Lecture 50 Quasi code walkthrough from a developer's perspective
Section 4: VAR, LET, CONST and BLOCKS
Lecture 51 VAR definition as per ECMAScript
Lecture 52 LET definition as per ECMAScript
Lecture 53 What happens if you try and redeclare a LET variable
Lecture 54 BLOCK definition as per ECMAScript
Lecture 55 BLOCK example
Lecture 56 Final example to drive the point home
Section 5: Lexical vs Dynamic Scoping
Lecture 57 Introduction to scoping in JavaScript (with an example)
Lecture 58 Lexical Scoping vs Dynamic Scoping with Bash example
Section 6: Outro
Lecture 59 CONST variables and immutability
Lecture 60 Using CONST with Object.freeze() to ensure true immutability
Lecture 61 Use cases for VAR
Lecture 62 Outro
Beginner to intermediate JavaScript developers,Web developers looking to enhance their JavaScript skills,Anyone interested in modern JavaScript best practices
Homepage
Код:
https://www.udemy.com/course/javascript-var-let-const/
Код:
Rapidgator
https://rg.to/file/25ed6496979e54b642206b041c4029d0/jcnhu.Javascript.Insights.Visualizing.Var.Let.And.Const.In.2024.part1.rar.html
https://rg.to/file/488aa29587f8ab71103435fb2b972a2f/jcnhu.Javascript.Insights.Visualizing.Var.Let.And.Const.In.2024.part2.rar.html
https://rg.to/file/954a23b1e010d6f97ab97c1f08df80e4/jcnhu.Javascript.Insights.Visualizing.Var.Let.And.Const.In.2024.part4.rar.html
https://rg.to/file/c67270d20292abcfd49f74fa4807708f/jcnhu.Javascript.Insights.Visualizing.Var.Let.And.Const.In.2024.part3.rar.html
Fikper Free Download
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24.11.2024, 12:15
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#3838
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Местный
Регистрация: 31.08.2024
Сообщений: 19,481
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Javascript Security Essentials Exploring The Attack Surface
Free Download Javascript Security Essentials Exploring The Attack Surface
Published 11/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 229.84 MB | Duration: 0h 43m
Learn XSS, Local Storage Risks, and Common JavaScript Vulnerabilities
What you'll learn
Understand the foundational principles of JavaScript security and common vulnerabilities associated with client-side scripting.
Identify and execute techniques to bypass client-side JavaScript protections and analyze their implications.
Master the prevention and mitigation strategies for cross-site scripting (XSS) and JavaScript injection attacks.
Explore advanced topics such as hashing limitations in JavaScript security and methods to enhance hash-based protections.
Requirements
Basic knowledge of JavaScript programming and familiarity with web development concepts.
Understanding of fundamental cybersecurity principles is beneficial but not mandatory.
Description
Safeguard Your Web Applications with JavaScript Security EssentialsIn an era where web applications are ubiquitous, ensuring their security is more critical than ever. Our JavaScript Security Basics course is designed to equip web developers, cybersecurity professionals, IT security analysts, and JavaScript enthusiasts with the knowledge and tools to protect against common JavaScript vulnerabilities.What You'll Learn:JavaScript Vulnerabilities: Understand foundational security principles and identify common vulnerabilities in client-side scripting.Bypassing Protections: Learn techniques to bypass client-side JavaScript protections and comprehend their security implications.XSS and Injection Prevention: Master prevention and mitigation strategies for cross-site scripting (XSS) and JavaScript injection attacks.Advanced Security Measures: Explore hashing limitations in JavaScript and implement methods to enhance hash-based protections.Course Highlights:Comprehensive Modules: From introductory concepts to advanced security techniques, each module builds your expertise systematically.Hands-On Demonstrations: Engage with practical demonstrations that illustrate real-world attack and defense scenarios.Resource-Rich Learning: Access a variety of supplementary materials, including scripts and best practice guides, to support your learning journey.Who Should Enroll:Aspiring Web Developers: Integrate robust security practices into your JavaScript applications to protect user data and enhance trust.Cybersecurity Professionals: Specialize in client-side security to defend web applications from prevalent JavaScript-based attacks.IT Security Analysts: Gain a deeper understanding of JavaScript vulnerabilities to better secure web environments.JavaScript Enthusiasts: Expand your programming skills with essential security knowledge to build safer and more reliable applications.Protect your web applications from the ground up. Enroll in JavaScript Security Basics today and become a guardian of secure web development!
Overview
Section 1: Introduction
Lecture 1 Introduction
Lecture 2 Welcome to the course
Section 2: Setup Lab (Optional)
Lecture 3 Introduction
Lecture 4 What is Kali Linux?
Lecture 5 What is Virtualization?
Lecture 6 Setup Kali Linux
Section 3: Javascript Basics
Lecture 7 JavaScript is Client-Side
Lecture 8 Recap: JavaScript is Client-Side
Lecture 9 Hidden JavaScript
Lecture 10 Recap: Hidden JavaScript
Section 4: XSS Attacks
Lecture 11 XSS Attacks theory
Lecture 12 XSS in Real World
Lecture 13 Recap: XSS Attacks
Section 5: Sensitive Data in Local Storage
Lecture 14 What is Local Storage?
Lecture 15 Recap: Local Storage
Lecture 16 JavaScript Injection
Lecture 17 Malicious Link
Lecture 18 JS Attack Example
Section 6: Hashing
Lecture 19 Preventing Password Leaks with Hashing?
Lecture 20 Hashing is not enough
Aspiring Web Developers seeking to incorporate robust security practices into their JavaScript applications.,Cybersecurity Professionals aiming to specialize in client-side security and protect web applications from common JavaScript-based attacks.,JavaScript Enthusiasts and Programmers who want to deepen their knowledge of security challenges and best practices in JavaScript development.
Homepage
Код:
https://www.udemy.com/course/javascript-attack-surface/
Код:
Rapidgator
https://rg.to/file/f5315ba0fbd8f8269b8c05124abac994/ixacb.Javascript.Security.Essentials.Exploring.The.Attack.Surface.rar.html
Fikper Free Download
https://fikper.com/bAhZWmB3V7/ixacb.Javascript.Security.Essentials.Exploring.The.Attack.Surface.rar.html
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24.11.2024, 12:17
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#3839
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Местный
Регистрация: 31.08.2024
Сообщений: 19,481
Сказал(а) спасибо: 0
Поблагодарили 1 раз в 1 сообщении
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Kaizen For Professionals - Peak Performance & Productivity
Free Download Kaizen For Professionals - Peak Performance & Productivity
Published 11/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 3.95 GB | Duration: 2h 0m
Master Kaizen for Continuous Improvement, Boost Productivity, and Achieve Career Success
What you'll learn
Master the philosophy of Kaizen to drive continuous improvement in your professional and personal life.
Apply time management strategies using Kaizen to reduce stress and boost productivity.
Break down large goals into manageable steps for sustainable success.
Overcome procrastination with actionable Kaizen techniques.
Streamline workflows and foster innovation in teams using Kaizen tools.
Develop a personalized improvement plan for long-term growth.
Measure and sustain progress to ensure lasting results.
Discover real-world applications of Kaizen through case studies and interactive scenarios.
Requirements
No prior knowledge of Kaizen is required-just a willingness to learn and improve!
Description
Unlock the power of continuous improvement with "Kaizen for Professionals: Peak Performance & Productivity." This transformative course is designed to equip professionals with the tools and strategies to achieve sustainable growth in their careers and personal lives.Learn how to master Kaizen-a philosophy of incremental improvement that leads to monumental results. Whether you're looking to boost productivity, streamline workflows, or foster a culture of innovation in your team, this course provides actionable insights and practical techniques that work.Through engaging lectures, interactive scenarios, and real-world case studies, you'll discover:The core principles of Kaizen and how they create lasting impact.Time-tested techniques for managing time, setting goals, and overcoming procrastination.Strategies to apply Kaizen in the workplace, streamline workflows, and build high-performing teams.Tools like 5S and Kaizen boards for efficient progress tracking.Methods to sustain a culture of continuous improvement and overcome challenges.By the end of this course, you will have a personalized improvement plan tailored to your goals, empowering you to take actionable steps toward peak performance. Whether you're an individual contributor or a leader seeking to inspire your team, this course is your blueprint for success.Join us to transform the way you work and achieve new heights of productivity and efficiency with Kaizen!
Overview
Section 1: Introduction to Kaizen and Continuous Improvement
Lecture 1 What is Kaizen?
Lecture 2 Core Principles of Kaizen
Lecture 3 Why Kaizen is Essential for Professionals
Section 2: Personal Productivity with Kaizen
Lecture 4 Time Management with Kaizen
Lecture 5 Setting Continuous Improvement Goals
Lecture 6 Overcoming Procrastination with Kaizen
Section 3: Applying Kaizen in the Workplace
Lecture 7 Streamlining Workflows with Kaizen
Lecture 8 Building a Kaizen Culture in Teams
Lecture 9 Kaizen Tools for Workplace Efficiency
Section 4: Measuring Success and Sustaining Kaizen
Lecture 10 Tracking Kaizen Progress
Lecture 11 Creating a Continuous Improvement Plan
Lecture 12 Overcoming Kaizen Challenges
Section 5: Real-World Applications and Case Studies
Lecture 13 Kaizen in Action: Case Study of a Leading Organization
Lecture 14 Interactive Kaizen Scenario
Lecture 15 Key Takeaways and Best Practices
Section 6: Next Steps and Continued Learning
Lecture 16 Extending Kaizen Beyond Work
Lecture 17 Kaizen as a Career Strategy
Lecture 18 Resources for Mastering Kaizen
Professionals looking to boost productivity and achieve career advancement.,Team leaders and managers seeking to foster a culture of continuous improvement.,Entrepreneurs and business owners aiming to streamline processes and grow efficiently.,Anyone interested in personal development and lifelong learning strategies.,Students and individuals seeking practical tools to set and achieve their goals.
Homepage
Код:
https://www.udemy.com/course/kaizen-for-professionals-peak-performance-productivity/
Код:
Rapidgator
https://rg.to/file/1c5408be9d8d8ac01d962d73dd5e3b1d/nnxgz.Kaizen.For.Professionals.Peak.Performance..Productivity.part1.rar.html
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No Password - Links are Interchangeable
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24.11.2024, 12:19
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#3840
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Местный
Регистрация: 31.08.2024
Сообщений: 19,481
Сказал(а) спасибо: 0
Поблагодарили 1 раз в 1 сообщении
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LLM Engineering - Master AI & Large Language Models (LLMs)
Free Download LLM Engineering - Master AI & Large Language Models (LLMs)
Last updated 11/2024
Created by Ligency Team,Ed Donner
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + subtitles | Duration: 230 Lectures ( 25h 16m ) | Size: 20.8 GB
Become an LLM Engineer in 8 weeks: Build and deploy 8 LLM apps, mastering Generative AI and key theoretical concepts.
What you'll learn
Project 1: Make AI-powered brochure generator that scrapes and navigates company websites intelligently.
Project 2: Build Multi-modal customer support agent for an airline with UI and function-calling.
Project 3: Develop Tool that creates meeting minutes and action items from audio using both open- and closed-source models.
Project 4: Make AI that converts Python code to optimized C++, boosting performance by 60,000x!
Project 5: Build AI knowledge-worker using RAG to become an expert on all company-related matters.
Project 6: Capstone Part A - Predict product prices from short descriptions using Frontier models.
Project 7: Capstone Part B - Execute Fine-tuneв open-source model to compete with Frontier in price prediction.
Project 8: Capstone Part C - Build Autonomous multi agent system collaborating with models to spot deals and notify you of special bargains.
Design and develop a full solution to a given business problem by selecting, training and applying LLMs
Compare and contrast the latest techniques for improving the performance of your LLM solution, such as RAG, fine-tuning and agentic workflows
Weigh up the leading 10 frontier and 10 open-source LLMs, and be able to select the best choice for a given task
Solve problems by applying leading open-source platforms, frameworks and tools, including Hugging Face, Gradio and Weights & Biases
State the common AI paradigms, and identify the types of business problems most suitable for each
Define fundamental data science concepts around deep learning, including training vs inference, generalizing vs overfitting, and the key ideas behind the NN
Describe core concepts such as Generative AI, LLMs and the Transformer Architecture, and discuss what can be achieved with state-of-the-art performance
Explain how LLMs work in sufficient detail to be able to train and test them, apply them to new scenarios, and diagnose & fix common issues
Implement LLM solutions in Python using frontier and open-source models with both APIs and direct inference
Execute code to write documents, answer questions and generate images.
Requirements
Familiarity with Python. This course will not cover Python basics and is completed in Python.
Description
Mastering Generative AI and LLMs: An 8-Week Hands-On JourneyAccelerate your career in AI with practical, real-world projects led by industry veteran Ed Donner. Build advanced Generative AI products, experiment with over 20 groundbreaking models, and master state-of-the-art techniques like RAG, QLoRA, and Agents.What you'll learn• Build advanced Generative AI products using cutting-edge models and frameworks.• Experiment with over 20 groundbreaking AI models, including Frontier and Open-Source models.• Develop proficiency with platforms like HuggingFace, LangChain, and Gradio.• Implement state-of-the-art techniques such as RAG (Retrieval-Augmented Generation), QLoRA fine-tuning, and Agents.• Create real-world AI applications, including:• A multi-modal customer support assistant that interacts with text, sound, and images.• An AI knowledge worker that can answer any question about a company based on its shared drive.• An AI programmer that optimizes software, achieving performance improvements of over 60,000 times.• An ecommerce application that accurately predicts prices of unseen products.• Transition from inference to training, fine-tuning both Frontier and Open-Source models.• Deploy AI products to production with polished user interfaces and advanced capabilities.• Level up your AI and LLM engineering skills to be at the forefront of the industry.About the InstructorI'm Ed Donner, an entrepreneur and leader in AI and technology with over 20 years of experience. I've co-founded and sold my own AI startup, started a second one, and led teams in top-tier financial institutions and startups around the world. I'm passionate about bringing others into this exciting field and helping them become experts at the forefront of the industry.Projects:Project 1: AI-powered brochure generator that scrapes and navigates company websites intelligently.Project 2: Multi-modal customer support agent for an airline with UI and function-calling.Project 3: Tool that creates meeting minutes and action items from audio using both open- and closed-source models.Project 4: AI that converts Python code to optimized C++, boosting performance by 60,000x!Project 5: AI knowledge-worker using RAG to become an expert on all company-related matters.Project 6: Capstone Part A - Predict product prices from short descriptions using Frontier models.Project 7: Capstone Part B - Fine-tuned open-source model to compete with Frontier in price prediction.Project 8: Capstone Part C - Autonomous agent system collaborating with models to spot deals and notify you of special bargains.Why This Course?• Hands-On Learning: The best way to learn is by doing. You'll engage in practical exercises, building real-world AI applications that deliver stunning results.• Cutting-Edge Techniques: Stay ahead of the curve by learning the latest frameworks and techniques, including RAG, QLoRA, and Agents.• Accessible Content: Designed for learners at all levels. Step-by-step instructions, practical exercises, cheat sheets, and plenty of resources are provided.• No Advanced Math Required: The course focuses on practical application. No calculus or linear algebra is needed to master LLM engineering.Course StructureWeek 1: Foundations and First Projects• Dive into the fundamentals of Transformers.• Experiment with six leading Frontier Models.• Build your first business Gen AI product that scrapes the web, makes decisions, and creates formatted sales brochures.Week 2: Frontier APIs and Customer Service Chatbots• Explore Frontier APIs and interact with three leading models.• Develop a customer service chatbot with a sharp UI that can interact with text, images, audio, and utilize tools or agents.Week 3: Embracing Open-Source Models• Discover the world of Open-Source models using HuggingFace.• Tackle 10 common Gen AI use cases, from translation to image generation.• Build a product to generate meeting minutes and action items from recordings.Week 4: LLM Selection and Code Generation• Understand the differences between LLMs and how to select the best one for your business tasks.• Use LLMs to generate code and build a product that translates code from Python to C++, achieving performance improvements of over 60,000 times.Week 5: Retrieval-Augmented Generation (RAG)• Master RAG to improve the accuracy of your solutions.• Become proficient with vector embeddings and explore vectors in popular open-source vector datastores.• Build a full business solution similar to real products on the market today.Week 6: Transitioning to Training• Move from inference to training.• Fine-tune a Frontier model to solve a real business problem.• Build your own specialized model, marking a significant milestone in your AI journey.Week 7: Advanced Training Techniques• Dive into advanced training techniques like QLoRA fine-tuning.• Train an open-source model to outperform Frontier models for specific tasks.• Tackle challenging projects that push your skills to the next level.Week 8: Deployment and Finalization• Deploy your commercial product to production with a polished UI.• Enhance capabilities using Agents.• Deliver your first productionized, agentized, fine-tuned LLM model.• Celebrate your mastery of AI and LLM engineering, ready for a new phase in your career.
Who this course is for
Aspiring AI engineers and data scientists eager to break into the field of Generative AI and LLMs.
Professionals looking to upskill and stay competitive in the rapidly evolving AI landscape.
Developers interested in building advanced AI applications with practical, hands-on experience.
Homepage
Код:
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