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Free Download Udemy - SAP IBP (Integrated Business Planning) Training
Published: 2/2025
Created by: Zaran Tech
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Beginner | Genre: eLearning | Language: English + subtitle | Duration: 20 Lectures ( 23h 14m ) | Size: 14.8 GB

Master SAP IBP: Optimize Supply Chain, Demand Planning, and Analytics for Efficient Business Operations.
What you'll learn
Master demand forecasting and planning to align with market needs using SAP IBP.
Optimize inventory, supply, and production planning with SAP IBP.
Use SAP IBP for effective alignment of supply and demand in S&OP processes.
Leverage SAP IBP analytics & reporting tools to drive data-driven supply chain decisions.
Requirements
A computer with stable internet access for online learning.
A keen interest in supply chain optimization and data-driven decision-making.
Prior experience with SAP ERP or SAP SCM is beneficial but not mandatory.
Description
Welcome to the SAP IBP (Integrated Business Planning) course! This comprehensive course is designed to provide you with the knowledge and skills needed to leverage SAP IBP for optimizing supply chain operations. Whether you are in supply chain management, an SAP consultant, or an IT professional, this course will equip you with the tools to effectively plan and execute demand, supply, and inventory management.In this course, you will explore the core features of SAP IBP, including demand planning, supply planning, sales and operations planning (S&OP), and inventory optimization. You will learn how to use SAP IBP's advanced analytics capabilities to forecast demand, align supply with demand, and create integrated business plans that drive efficiency across the supply chain.Through real-world scenarios and practical examples, you will gain hands-on experience configuring and using SAP IBP to optimize supply chain operations. The course will also cover key topics such as integrating SAP IBP with other SAP systems, setting up planning views, and understanding the role of SAP IBP in driving data-driven decision-making.By the end of this course, you will have the expertise to effectively implement and manage SAP IBP, helping businesses streamline their operations and achieve greater supply chain efficiency. Whether you're a beginner or an experienced professional, this course will enhance your ability to drive success with SAP IBP.
Who this course is for
Individuals looking to build a career in SAP consulting.
Supply Chain Professionals seeking SAP IBP expertise.
Business Analysts who want to leverage SAP IBP.
IT staff needing to understand the configuration and management of SAP IBP.
Homepage:

https://www.udemy.com/course/sap-ibp-integrated-business-planning-training/

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Free Download Udemy - Sqlalchemy Orm Fundamentals
Published: 2/2025
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 6.56 GB | Duration: 10h 52m
Master the power of SQLAlchemy ORM with the fundamentals of database interaction using Python.

What you'll learn
Set up the development environment, including Python, VSCode, and virtual environments for SQLAlchemy.
Learn to define database tables as SQLAlchemy ORM models with relationships, constraints, and event listeners.
Generate and manage database tables using SQLAlchemy ORM and PostgreSQL.
Perform data insertion, updates, deletions, and manage transactions using SQLAlchemy ORM.
Retrieve and manipulate database records efficiently using SQLAlchemy query utilities.
Apply filtering techniques to refine database queries using SQLAlchemy ORM.
Utilize different types of SQL joins to combine data from multiple tables.
Perform data aggregation, grouping, and filtering to analyze database records.
Requirements
No programming experience needed, everything should be provided.
Description
Master the power of SQLAlchemy ORM with this in-depth course designed to teach you the fundamentals of database interaction using Python. Whether you're a developer, data professional, or aspiring backend engineer, this course will equip you with the skills to define, query, and manage databases efficiently.Starting with setting up your development environment, you'll learn how to define database models, establish relationships, and enforce constraints using SQLAlchemy's declarative ORM. You'll then dive into generating tables, inserting and updating records, and executing complex queries with filtering, joins, and aggregations.By the end of this course, you'll be able to integrate SQLAlchemy ORM into real-world projects, optimize data retrieval, and leverage the full power of Python for database management.This course is perfect for Python developers, backend engineers, data analysts, and anyone looking to gain expertise in ORM-based database operations.Learning OutcomesBy the end of this course, learners will be able to:1. IntroductionsUnderstand the course coverage, aims, and objectives.Explain the purpose of SQLAlchemy ORM and its advantages in database management.2. Preparing for DevelopmentSet up a development environment for SQLAlchemy on both Windows and macOS.Install Python and configure it for SQLAlchemy development.Set up VSCode for SQLAlchemy development on Windows and macOS.Create and manage virtual environments for dependency management.3. Fundamentals - Defining Database Tables (Models)Understand the structure of the database through an ERD.Create a new SQLAlchemy project with a declarative base.Define database tables using SQLAlchemy ORM models.Identify and apply different field types, including DateTime fields.Implement required, nullable, and default values in table columns.Enforce uniqueness constraints and define primary and foreign keys.Establish self-referencing relationships in tables.Implement on-delete behaviors for foreign key constraints.Define and manage many-to-many and one-to-one relationships.Introduce database-level constraints and event listeners.Utilize database-level event listeners (triggers) for automation.Convert models to Python type hinting for improved readability and maintainability.4. Fundamentals - Generating Tables from ModelsSet up PostgreSQL using Docker.Create a database engine using SQLAlchemy.Establish and manage ORM sessions for interacting with the database.Generate tables from ORM models.Drop and recreate tables as needed.5. Fundamentals - Inserting, Updating, and Deleting DataInsert records using add() and commit().Perform bulk inserts using add_all(), bulk_save_objects(), and bulk_insert_mappings().Update existing records with SQLAlchemy ORM.Track changes to ORM-managed objects.Insert records into tables with foreign keys and relationships.Use flush() to manage transactions effectively.Implement record deletion, including handling relationships.Secure sensitive fields through encryption techniques.Set and manage server-side default values.Use PostgreSQL and DataGrip to insert and update data efficiently.6. Fundamentals - Querying the DatabasePopulate the database with seed data.Retrieve records using SELECT.Filter records using WHERE conditions.Inspect raw SQL generated by SQLAlchemy ORM.Utilize common query utilities:first(), count(), limit(), exists(), and order_by().Implement @classmethod to define reusable query logic in models.7. Fundamentals - FilteringApply the where() filtering method.Combine filters using AND and OR logic.Use basic comparison operators for queries.Implement filtering functions such as like(), in_(), and between().Retrieve distinct records using distinct().Construct composable queries for better query optimization.8. Fundamentals - JoinsPerform inner joins for:Foreign key relationshipsOne-to-one relationshipsMany-to-many relationshipsPerform left joins for:Foreign key relationshipsOne-to-one relationshipsMany-to-many relationshipsExecute full outer joins and exclude specific results.9. Fundamentals - Aggregation and GroupingPerform aggregate calculations using:count(), sum(), avg(), min(), and max().Group results using group_by().Filter grouped results using having().
Beginner to Intermediate Python Developers - Those looking to integrate databases into their applications using SQLAlchemy ORM.,Data Analysts & Engineers - Professionals who need to interact with SQL databases programmatically.,Web Developers - Especially those working with Flask or FastAPI who need an ORM for database operations.,Software Engineers - Anyone building applications requiring efficient database querying and management.,Students & Computer Science Learners - Individuals learning about relational databases and ORM concepts.,Technical Enthusiasts - Anyone curious about SQLAlchemy and ORM-based database operations.

Homepage:

https://www.udemy.com/course/sqlalchemy-orm-fundamentals/

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Free Download Udemy - Starting a Business from Scratch
Published: 2/2025
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 1h 12m | Size: 988 MB
Starting a Business from Scratch: Build Your Brand, Attract Customers & Manage Finances with Confidence!

What you'll learn
Start & Grow Your Dream Business!
Set up legally & avoid costly mistakes.
Build a brand & attract customers fast.
Launch with confidence & make sales.
Manage money & find funding easily.
Requirements
No Experience Needed! This course is designed for beginners-no prior business knowledge required.
Just Bring Your Business Idea (or Curiosity!) Whether you have a solid idea or just a dream, this course will help you turn it into reality.
Basic Internet Access You'll need a device (phone, tablet, or computer) to watch the lessons and complete activities.
A Willingness to Take Action! This course is not just about learning-it's about doing. If you're ready to start, we're ready to guide you!
Description
Course Description: Starting a Business from ScratchReady to start your own business but don't know where to begin? This step-by-step course will guide you through everything you need to launch and grow a successful business-from choosing the right structure to branding, marketing, and financial planning.You'll learn how to:-Set up your business legally and avoid costly mistakes-Build a strong brand that attracts the right customers-Create a marketing strategy to boost sales-Manage finances, budget effectively, and explore funding options-Launch with confidence and scale for long-term successDesigned for beginners, this course breaks everything down into simple, actionable steps-no complicated jargon or prior experience needed! Whether you have a solid business idea or just a dream, you'll walk away with a clear roadmap to turn it into reality.Through expert guidance, practical exercises, and real-world examples, you'll gain the skills to avoid common pitfalls and make informed decisions. Plus, you'll get access to downloadable resources, checklists, and tools to help you stay on track.By the end of this course, you'll have the skills, tools, and confidence to start and grow your own business successfully.Let's turn your idea into income-enrol now and take the first step! Get started today and tell your friends too!
Who this course is for
Aspiring Entrepreneurs - If you've ever dreamed of starting your own business but don't know where to begin, this course is for you!
Side Hustlers - Want to turn your passion into profit? Learn how to start and grow your business while balancing your job or studies.
New Business Owners - If you've launched a business but feel lost with finances, marketing, or scaling, this course will give you a clear roadmap.
Career Changers & Freelancers - Ready to be your own boss? This course will help you transition from employee to entrepreneur with confidence.
Homepage:

https://www.udemy.com/course/starting-a-business-from-scratch/

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Free Download Udemy - The Complete Igcse Economics Mastery Course
Published: 2/2025
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 3.16 GB | Duration: 1h 32m
A step-by-step masterclass covering the entire IGCSE Economics syllabus with expert guidance

What you'll learn
Be able to crush the iGCSE Economics exam anywhere in the world (Independant sign ups are in nearly every country)
Have a rich understanding of both Macro and Micro Economics to set you on your journey
Be well versed in exam papers and methodologies for answering GCSE papers
Be able to apply your knowledge to the real world i.e Why is Donald Trump asking for so many tariffs?
Requirements
No background required - I start from scratch
Description
Master IGCSE Economics and Pass with ConfidenceAre you preparing for the IGCSE Economics exam and want the most detailed, well-structured, and exam-focused course available? Or are you simply interested in Economics and wish to learn from a real, battle tested and world class syllabus? Look no further.This masterclass is Created by: myself, an expert Economics teacher with over 10 years of experience, a Master's degree, and a proven track record of helping students achieve top grades. Unlike generic courses, this is a step-by-step guide covering everything you need to sit the full IGCSE exam from anywhere in the world for just 200-500 USD.What You'll Learn:Every topic from the IGCSE syllabus, starting from the beginningEverything explained in extreme detail leaving no stone unturnedHow to answer real exam-style questions and boost your gradesKey graphs, theories, and case studies that top students useTime management techniques to finish the exam with confidenceWhy This Course?Taught by a highly experienced IGCSE Economics teacherCovers every topic in-depth with clear explanationsPractice questions, answers, and exam strategies includedAffordable - No need for expensive tutorsBy the end of this course, you will be able to confidently sit the full IGCSE Economics exam or be incredibly well rounded in EconomicsEnroll now and take control of your success.
Overview
Section 1: Unit 1: opportunity cost
Lecture 1 Introduction - Wants needs and Opportunity costs
Lecture 2 Unit 1 Part 2 - Factors of Production
Lecture 3 Unit 1 Part 3 - Opportunity cost calculations and the PPC
Section 2: Unit 2: The allocation of resources
Lecture 4 Unit 2.1 - The demand Line
Lecture 5 Unit 2.2 - The supply line
Anyone interested in understanding economics all the way to people wishing to take the GCSE Exams

Homepage:

https://www.udemy.com/course/igcseeconomics/

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Free Download Udemy - The Power Of AI Avatars With Heygen
Published: 2/2025
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 933.26 MB | Duration: 1h 21m
Master AI avatars with HeyGen for marketing, training, and communication-no editing skills needed!

What you'll learn
How HeyGen works and its key functions
Creating AI avatars from photos and existing templates
Writing scripts and selecting voices for avatars
Using AI avatars in marketing, sales, and training
Translating videos into multiple languages using AI
Best practices for ethical AI avatar usage and audience trust
Creating professional presentations with AI avatars
Scaling video content without complex editing
Requirements
No prior experience with HeyGen or AI avatars required
Basic knowledge of video content creation is helpful but not necessary
Access to HeyGen (free or paid version) for hands-on practice
Description
In today's digital landscape, high-quality video content is no longer a luxury but a necessity. The challenge? Traditional video production is time-consuming, expensive, and often requires advanced technical skills. This course is designed to eliminate those barriers by leveraging HeyGen, a cutting-edge AI-driven tool that enables effortless video creation using realistic AI avatars.Whether you're a marketer, entrepreneur, educator, or content creator, this course will equip you with the skills to generate high-quality, personalized video content without spending hours on scripting, filming, and editing. You will learn to automate production, maintain brand consistency, and tailor messaging for diverse audiences, all while significantly reducing costs and effort.What You'll LearnHow HeyGen works and its key features, including AI-driven video synthesisTechniques for creating AI avatars from photos and existing templatesWriting persuasive scripts and selecting natural-sounding AI voices for different use casesUsing AI avatars for marketing campaigns, customer engagement, and training programsTranslating and localizing videos into multiple languages to expand reachBest practices for ethical AI avatar usage and maintaining audience trustCreating professional presentations and explainer videos without requiring a production teamScaling video content creation efficiently, eliminating the need for complex editingBy the end of this course, you will have the ability to design professional-grade videos tailored to your needs, enhancing your communication strategies across various platforms.Who is This Course For?Marketers who want to enhance engagement with AI-powered video ads and branded contentEntrepreneurs & Business Owners seeking to automate and scale their video marketing strategiesContent Creators & Social Media Managers exploring AI-driven tools to streamline productionEducators & Trainers developing high-quality interactive learning materials with AI avatarsCorporate Professionals looking to simplify internal communications, onboarding, and training videosAnyone curious about AI avatars and how they can be effectively integrated into real-world applicationsWhat You'll Get:In-depth, step-by-step tutorials covering all key aspects of AI avatar video productionPractical, real-world case studies and applications to reinforce learningHands-on exercises allowing immediate implementation of new skillsLifetime access to all course materials, including updates on HeyGen's evolving capabilitiesExpert guidance and insights into optimizing AI-generated content for various industriesRequirementsNo prior experience with HeyGen or AI avatars is necessaryBasic familiarity with video content creation can be beneficial but is not requiredAccess to HeyGen (free or paid version) for hands-on experimentation and practiceDo you need to be concerned?This course comes with a 30-day money-back guarantee.See you in the first lecture!
Marketers looking to create engaging video ads and brand content,Business owners and entrepreneurs who want to automate video production,Content creators and social media managers seeking AI-powered video tools,Educators and trainers who want to develop interactive learning materials,Anyone interested in AI avatars and their real-world applications

Homepage:

https://www.udemy.com/course/the-power-of-ai-avatars-with-heygen/

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Free Download Udemy - The Strategic Online Brand Blueprint
Published: 2/2025
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 659.32 MB | Duration: 0h 57m
Your Roadmap to Brand Success: Plan, Set Goals, and Visualize Your Vision for Powerful Execution.

What you'll learn
Creating your Presence or Brand from scratch or with an existing idea
Defining and establishing goals, and figuring out what success looks like
Understanding your Audience & Creating for them
Fully realising your Vision
Requirements
You can come to this course with no ideas, an existing idea or an established idea
Description
This course is a strategic deep-dive into building an online presence that stands out. We're not just going to give you tips and tricks; we're going to help you build a solid foundation by starting with the most crucial element: your purpose.We'll guide you through a series of introspective exercises and strategic planning sessions to define your 'why' and translate it into a compelling brand narrative. You'll learn to ask the right questions, the ones that uncover your unique value proposition and set the stage for long-term social media success.Our curriculum is structured around three essential pillars:Understand Your Purpose & Build Your Foundation: You'll learn how to identify your target audience, define your brand voice, and establish a strong brand identity. We'll also cover the essential elements of creating a consistent and engaging online experience.Goal Scoping & Defining Success: We'll equip you with the tools and techniques to set realistic and achievable goals, track your progress, and measure your success. You'll learn how to analyze data, identify trends, and optimize your strategy for maximum impact.Brand Visualization: Learn how to create visually appealing content that resonates with your audience. We'll cover everything from photography and videography to graphic design and content creation strategies, empowering you to build a cohesive and compelling brand aesthetic.By the end of this course, you'll have a comprehensive blueprint for building a thriving online presence that aligns with your goals and reflects your unique brand identity.
People looking to build a presence or brand online and want to understand how to build it out for the best chance of success

Homepage:

https://www.udemy.com/course/the-strategic-online-brand-blueprint/

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Free Download Udemy - Times Tables Mastery Course 1-12 Multiplication Facts
Published: 2/2025
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 1.67 GB | Duration: 1h 3m
Multiplication Chart Mastery for Quick Recall of the Answers to the 1-12 Times Tables

What you'll learn
Achieve fluency and quick recall of the 1-12 Times Tables using visual cues and memorization techniques.
Increase math test scores.
Learn how to successfully fill out a Multiplication Chart by breaking it down into 3 zones.
Learn the concept of multiplication.
Learn how to use visual memory cues as a tool for learning and retaining new material.
Requirements
Students need to have a basic understanding of addition and subtraction.
Description
Welcome to the Times Tables Mastery Course for the 1-12 Multiplication Facts!This self-guided course allows students to move through each step at their own pace, by utilizing the videos, quizzes and printables.This course is designed for children but must be purchased by a parent or adult. Parents can guide their child through the lessons or allow them to progress at their own pace. Those under 18 may use the services only if a parent or guardian opens their account, handles any enrollments, and manages their account usage.This unique approach to learning the times tables, teaches a systematic method of breaking the multiplication chart down into three easy segments. The first portion teaches the concept of multiplication and practice of the lower facts. The next portion, is using a mnemonic memory-cue technique to memorize the upper, single digit facts. The last of portion covers the 11's and 12's times tables using tricks and memory stories to easily recall the answers. This course typically takes 2-4 weeks to complete, depending on your student's starting point. For example, a parent may choose to skip the "Intro to Multiplication" section if your child is already familiar with the material and jump straight into memorizing the upper facts in section #3. The memorization portion usually takes 2 weeks of review and practice-one week for each part. Many resources, including games, crossword puzzles, and additional tests, are available to reinforce learning during the review and practice period.By the end of the course, your student will effortlessly recall all the answers from the 1-12 times tables.
Overview
Section 1: Introduction
Lecture 1 Let's Get Started!
Lecture 2 Intro to Multiplication
Lecture 3 Practice & Review of Lower Times Tables - (printable workbook)
Section 2: Memorization - Part 1
Lecture 4 Meet the Characters- Part 1 (video)
Lecture 5 Instructions (video)
Lecture 6 Learn the Stories - Part 1 (video)
Lecture 7 Game Show Quiz (video)
Lecture 8 You're the Storyteller (video)
Lecture 9 How it Works! (video)
Lecture 10 Practice Flashcards (video)
Lecture 11 Game Show (video)
Lecture 12 Division Game Show (video)
Lecture 13 Part 1 Printables (PDF)
Section 3: Memorization - Part 2
Lecture 14 Instructions
Lecture 15 Learn the Stories - Part 2 (video)
Lecture 16 Game Show (video)
Lecture 17 You're the Storyteller (video)
Lecture 18 Practice Flashcards (video)
Lecture 19 Game Show (video)
Lecture 20 Division Game Show (video)
Lecture 21 Part 2 Printables (PDF)
Section 4: Review: 1-10 Times Tables
Section 5: Memorization & Tricks for the 11's & 12's Times Tables
Lecture 22 Review- 10's Times Tables (video)
Lecture 23 Introduction- 11's & 12's Times Tables Tricks (video)
Lecture 24 11's Double Trick (video)
Lecture 25 Pencil & Eggs and Finger Trick (video)
Lecture 26 Practice & Review of 11's & 12's Times Tables - (printable workbook)
Section 6: Final Test: 1-12 Times Tables
Lecture 27 Master Multiplication Chart Test
Parents with students who are struggling to master the times tables.,Parents of elementary-age students that are ready to learn multiplication and mastery of the times tables.,Parents of students that struggle with recall of the multiplication facts.,Homeschool parents looking for a complete multiplication course from concept, to memorization to application.,Parents teaching their 3rd -5th grade children math skills.

Homepage:

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Free Download Udemy - Vector Calculus with Applications
Published: 2/2025
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 14h 23m | Size: 4.57 GB
Line Integrals, Surface Integrals, Integral Theorems with Applications

What you'll learn
Line integrals with applications, Path independence, important theorems
Double integrals, Triple Integrals, Surface integrals
Green's Theorem, Stokes Theorem, Divergence Theorem with Proofs and Applications
70+ solved examples, 50+ homework assessments, lecture pdfs and eBooks
Derivation of Basic PDEs, including The Continuity Equation, Heat Equation, Wave Equation, Laplace Equation, etc.
Requirements
Precalculus, basic knowledge of computing derivatives and integrals is enough.
A few lectures require the concept of continuity of a function. Otherwise the course is mostly self contained
A little bit of MATLAB knowledge will be needed in a few lectures.
Description
Vector Calculus is one of the most important subject for advanced studies in applied mathematics, physics or engineering. The core of the subject contains the "Integral Theorems" as they have a wide range of applications to these disciplines. Keeping in view the course outlines of most of the (local) institutes and universities, the following topics are included in this course:Line Integrals (of both scalar and vector fields) Work done as a Line integralPath Independent Line integralsConservative FieldsSimply Connected and Multiply Connected Domains (with Animations for illustration)Theorems (with proofs) on Path independence of Line Integrals and Conservative Fields (five theorems)Applications of Line integrals (Calculating the area of fence whose base is a curve C in space, calculating the Mass, the Center of Mass, and Moment of inertia of a wire)The Double Integrals with applications (calculating mass, c.o.m, moment of inertia of a lamina)Parametric Representation of SurfacesSurface area (with alternative formulas)Tangent Plane and Normal to a Surface Surface Integrals (of vector and scalar fields)Integral Theorems (Green's Theorem, Stokes's Theorem, Gauss's (Divergence) Theorem)Applications of Integral Theorems Derivation of Heat equation, Wave Equation, Laplace Equation, Continuity Equation etc. More than 70 worked examples are included to illustrate these topics. Most of the topics are illustrated with Slides and Animations (where needed), and a few examples are worked on digital white board (One Note) using Tablet.PDFs of lectures are also attached with the video lectures, Student Practice Material is also included with necessary hints. Most of the lectures are in the form of slides so that the learners time is marginally saved as compared to the white board lectures. More examples will be included (some examples can be included on demand of the learners).Hopes the students may learn and enjoy from this course.There may be mistakes and I will be extremely thankful to those who point out mistakes in any lecture (Check out the Description of each video for corrections). Suggestions are always welcomed because we always need improvements.
Who this course is for
This course is for Undergraduate students of Mathematics, Physics, Computer, Engineering etc.
Graduate Students and Instructors may also profit from this course
Homepage:

https://www.udemy.com/course/vector-calculus-with-applications/

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Free Download ZerotoMastery - AI Engineering Bootcamp Retrieval Augmented Generation (RAG) for LLMs
Released 2/2025
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 150 Lessons ( 17h 53m ) | Size: 4.8 GB
Learn to make smarter AI systems by combining LLMs with Retrieval-Augmented Generation (RAG). Build real-world projects using RAG architecture including chatbots, financial analysis tools, and much more!

What you'll learn
Combine generative AI models with Retrieval Augmented Generation to build smarter AI systems
Use OpenAI APIs for text generation and processing unstructured data
Master FAISS for efficient similarity searches in massive datasets
Apply prompt engineering techniques for optimal AI responses
Build real-world AI projects like chatbots and financial analysis tools
Explore advanced RAG concepts like multimodal and agentic RAG
What Is An AI Engineer?
The short version is that an AI Engineer works on the entire lifecycle of an AI application - that is, an application that utilizes AI at its core. An AI Engineer takes AI models, including Large Language Models, and customizes them to their needs.
(If you want the long version, check out our blog post here)
That requires everything from building models using custom datasets, to training and tuning models, to deploying models and scaling them using cloud technologies.
The role is growing like wildfire, but it's still evolving and will no doubt continue evolving as the AI landscape changes.
What Is Retrieval Augmented Generation (RAG)?
Have you ever wondered why some AI systems can feel limited, giving answers that seem a bit generic or off-target? Well that's because they're limited to the knowledge in their training data.
And that's a lot of data. But it's not everything. It doesn't include private data, nor does it include recent data that has been created since the model was trained.
Retrieval-Augmented Generation, or RAG, addresses this by supplementing AI models with that private or new information.
Instead of relying only on what it was trained on, RAG retrieves up-to-date, relevant information from a database or document.
Here's how it works: the system first finds the most relevant pieces of information for a given question (retrieval). Then, it uses a language model to generate a response based on that information (generation). That's why it's called retrieval-augmented generation!
The result is an AI that combines the best of both worlds: real-time access to external knowledge and the ability to express it clearly.
Let's do an example.
Picture this: You're browsing a clothing store's website, looking for a specific jacket in your size and favorite color, but you're not sure if it's in stock. Instead of clicking through endless filters, a chatbot powered by RAG can make this effortless.
When you ask, "Do you have the blue jacket in a medium size?" the RAG system retrieves real-time inventory data from the store's database. It finds the exact details, like availability in nearby stores or estimated delivery dates - information that would not be in the AI model's training data. And then it uses that information to generate a useful response: "Yes, we have it in stock! You can pick it up at our downtown location or have it delivered by Friday."
This kind of dynamic, accurate interaction makes shopping easier and faster, ensuring you get the answers you need without the hassle.
RAG is increasingly used in AI applications like chatbots, research tools, and data analysis systems, where accuracy and context are essential. It's a practical way to make AI more reliable and useful in complex scenarios.
Why This RAG Course?
Well, because it's the best, most up-to-date, and practical AI Engineering Bootcamp course online that teaches you real-world RAG skills and that lets you get hands-on so that you can actually use your skills in the real-world.
But of course we're biased. So here's a breakdown of what's covered in this RAG Bootcamp course so that you can make up your own mind
1. Basics of Retrieval Systems: This section lays the foundation for understanding how to search and retrieve information from large datasets. You will learn how to prepare text data for retrieval, explore different retrieval models (Boolean, vector space, probabilistic), and understand the concepts of indexing, querying, and ranking. The goal is to equip you with the skills to efficiently find relevant information within massive datasets.
2. Basics of Generation Models: Building on the retrieval concepts, this section introduces the principles of text generation using AI. You will learn about the transformer architecture, which has revolutionised natural language processing, and how attention mechanisms within transformers allow models to focus on the most relevant parts of the input. You will also gain an understanding of data preparation and training techniques for these models.
3. Introduction to RAG: This section introduces the core concepts of Retrieval-Augmented Generation, explaining how it combines the strengths of retrieval and generation models to create more accurate, contextually relevant, and comprehensive responses. You will learn about the basic RAG architecture and understand why it is becoming increasingly important in various AI applications.
4. Working With The OpenAI API: This section focuses on teaching you how to use OpenAI's API for accessing and utilizing their powerful AI models, particularly for text generation and image processing. You will learn about obtaining API keys, setting up your environment, crafting effective prompts, tuning parameters, and understanding the system prompt's influence on the AI's behaviour.
5. RAG with OpenAI Implementation: This section brings together everything you have learned so far to teach you how to build fully functional RAG systems using OpenAI models. You will integrate retrieval and generation components, explore advanced RAG concepts like multi-modal RAG, and use the OpenAI API to create intelligent systems capable of handling complex tasks.
6. Working with Unstructured Data: This section delves into the challenges and techniques for working with unstructured data, which constitutes a vast majority of real-world information. You will learn how to process and extract information from various formats like PDFs, Word documents, PowerPoint presentations, EPUBs, images, and Excel data. This section equips you with the tools to unlock the value hidden within unstructured data.
7. Multimodal RAG: Building on your understanding of RAG, this section introduces the concept of multi-modal RAG, which extends the capabilities of RAG to handle data from multiple modalities, such as text and images. You will learn how to build systems that can integrate different data types to generate richer and more contextually relevant responses.
8. Agentic RAG: This section introduces the concept of agentic RAG, focusing on building AI agents that can interact with users, handle tasks, and make decisions autonomously. The course covers agent state management, workflows, and integrating retrieval and generation into agentic systems. This section represents the cutting edge of RAG development and explores how AI agents can dynamically respond to user requests and complete complex tasks.
Homepage:

https://zerotomastery.io/courses/ai-engineer-bootcamp-retrieval-augmented-generation/

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Free Download Brendan Elias - TikShop Academy with High-Speed Links
Brendan Elias - TikShop Academy is an in-depth training program designed to help entrepreneurs and e-commerce sellers maximize their success on TikTok Shop. This course provides step-by-step strategies, proven sales techniques, and expert insights to leverage the power of TikTok's e-commerce platform for higher conversions and increased revenue. Whether you're new to TikTok Shop or looking to scale your existing business, this academy equips you with the tools to thrive in the fast-growing world of social commerce.
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Home Study Course
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Step by step video tutorials that will take you from complete beginner to pro eCommerce business owner in no time!
Product Research Tool
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Free Download Algebra 2 & Geometry - Complete Math Course in Polish
Published: 3/2025
Created by: Michał Barański
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Intermediate | Genre: eLearning | Language: English | Duration: 43 Lectures ( 25h 23m ) | Size: 9.41 GB

A complete math course for the Polish community living in the USA
What you'll learn
Develop Advanced Algebraic Skills - Students will be able to solve complex algebraic equations, including quadratic, exponential, and logarithmic functions, and
Master Geometric Concepts - Participants will understand and apply theorems related to triangles, circles, and polygons, as well as use coordinate geometry to a
Enhance Problem-Solving Abilities - Students will develop critical thinking skills by applying algebraic and geometric reasoning to solve challenging mathematic
Improve Readiness for Standardized Tests - The course will help students prepare for standardized tests such as the SAT, ACT, or other high school assessments b
Requirements
Basic Knowledge of Algebra, Understanding of Basic Geometry ,
Description
Algebra 2 & Geometry - Complete Math Course in PolishThis course is designed for Polish-speaking students, especially those living in the USA, who want to master Algebra 2 and Geometry. It covers essential topics such as equations, functions, polynomials, trigonometry, coordinate geometry, and solid geometry. The course provides clear explanations, step-by-step solutions, and practice problems to help students build confidence and excel in math. Whether you're preparing for high school exams or just want to strengthen your math skills, this course will guide you through the key concepts in a structured and engaging way-all in Polish!The course includes numerous examples and a variety of exercises to reinforce learning. Each topic is explained in detail, followed by practical problems that allow students to apply their knowledge in a step-by-step manner. With carefully selected tasks of varying difficulty levels, learners can gradually build their problem-solving skills and deepen their understanding. The course also emphasizes logical reasoning, mathematical thinking, and effective problem-solving strategies essential for academic success. By the end of the course, students will feel more comfortable tackling even complex mathematical challenges. This is an excellent resource for anyone looking to improve their math proficiency in a clear, structured, and accessible way!
Who this course is for
Polish students in the USA - Those who want to strengthen their Algebra 2 and Geometry skills while adapting to the American education system.
Homepage:
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Free Download AutoCAD Electrical 2025 - Tutorials, Exercises & Projects
Published: 3/2025
Created by: CADCIM Technologies
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Intermediate | Genre: eLearning | Language: English | Duration: 49 Lectures ( 5h 59m ) | Size: 3.33 GB

A Master class - Learn By doing
What you'll learn
Students will get an in-depth knowledge of Functionality of AutoCAD Electrical software.
Using this knowledge, students can create professional electrical control drawings
This course covers a wide range of tools and features such as schematic drawings, Circuit Builder, panel drawings, parametric and nonparametric PLC modules
This will help the students to create electrical drawings easily and effectively.
Requirements
The instructor starts right from the basics so there are no prerequisites. However, knowledge of AutoCAD is an added advantage
Description
AutoCAD Electrical is the software of the AutoCAD suite which is intended to help control designers with the creation and modification of control systems. This software has extended features to automate control engineering tasks, such as building circuits, numbering wires, and creating bills.For electrical engineers it is good for making circuit layout to power plant layout. This module includes drafting of electrical schematic diagrams, panel layouts, automatic report generation, PLC I/O drawing for spreadsheet, and so on.This course is basically designed to assist the engineering students and the practicing designers. Keeping in view the varied Requirements of the students, this course covers a wide range of tools and features such as schematic drawings, Circuit Builder, panel drawings, parametric and non-parametric PLC modules, stand-alone PLC I/O points, ladder diagrams, point-to-point wiring diagrams, report generation, creation of symbols, and so on. On the completion of this course, students will be able to create electrical drawings easily and effectively.Salient Features of this Course:A tutorial-based course consisting of 50 video lectures that are organized in a pedagogical sequence.Step-by-step instructions to guide the users through the learning process. Self-Evaluation TestsExercises2 Practical Projects with step-by step instructionsCertificate of Completion
Who this course is for
Degree/Diploma holders and Professionals in electrical field
Homepage:

https://www.udemy.com/course/autocad-electrical-2025-tutorials-exercises-projects/

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Free Download Chemical Process Simulation using DWSIM, SCILAB & ChemSep
Last updated: 9/2024
Created by: AI Chemconnect
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: All | Genre: eLearning | Language: English + subtitle | Duration: 20 Lectures ( 38h 22m ) | Size: 18.3 GB

Chemical Process Designing | Process Modelling | Process Simulation | Process Optimization | DWSIM | SCILAB | ChemSep
What you'll learn
Analyze scientific studies on immune diseases.
Identify foods that may aggravate immune conditions.
Understand the link between diet and inflammation.
Apply research findings to dietary choices.
Requirements
No prior knowledge is required, just an interest in scientific research and immune health.
Description
In this course, I share my personal journey as a parent of a daughter who struggled with psoriasis. Through my experience, I discovered how nutrition and dietary changes played a crucial role in improving psoriasis symptoms and stabilizing skin conditions. I'll guide you through the importance of anti-inflammatory foods, essential nutrients, and natural remedies that supported my daughter's healing process.Throughout this course, you'll explore the vital connection between autoimmune diseases like psoriasis and diet, with a focus on how specific dietary patterns, such as the Mediterranean diet, can positively influence autoimmune conditions. I'll also explain how the right nutritional choices can help reduce inflammation, a key factor in managing psoriasis.I provide real-world insights into how targeted nutrition and natural remedies can work together to help manage psoriasis. With practical knowledge, you will learn how to implement dietary interventions that can improve the quality of life for those dealing with psoriasis. Whether you're a patient, caregiver, or health professional, this course will give you scientifically backed strategies that can be applied to real-life psoriasis management.By the end of this course, you should be able to see improvements in your own psoriasis, as my daughter significantly improved through the dietary changes and strategies discussed.
Who this course is for
This course is for anyone interested in understanding how scientific research links certain foods and substances to inflammatory immune diseases.
Homepage:
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Free Download EFFORTLESS FAT LOSS - Science & Psychology EXPLAINED
Published: 3/2025
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 1h 26m | Size: 902 MB
Struggling to lose fat? Scared of wearing your favourite pair of pants... This course well set you FREE from the fat.

What you'll learn
Lose fat effortlessly
No counting calories or going on insane diets/exercise plans... this course will tea
Learn how to alter your body weight setpoint to eat less naturally
LOSE 20+ LBs
Requirements
You only need to watch the videos, and watch as the fat melts off effortlessly off you...
Description
Tired of hating your reflection, feeling trapped in your body and feel like nothing will ever work?Tired of avoiding social events because squeezing into your old pants feels like a cruel reminder of how far you've let yourself go?Tired of saying to yourself- this time it'll be different, only to end up binging again the next day..?What if you could break free from the layers of fat keeping you down..?What if you could finally fit in those size 32 pants and FINALLY be excited when you go clothes shopping..?What if you woke up each day a lighter, fitter, sexier you?Imagine finally hearing the words, "you look amazing!" "have you lost some weight?" from friends, family, and even strangers.Imagine looking back on old photos and realizing you'll never feel like that person again-he was the BEFORE, you are the AFTER.Well you're in luck because...I've lost over 100+ LBs...I went from 265 lbs to 175 lbs with a lean six pack and now I'm here to teach you the lessons I've learnt along the journey that no one tells you...This isn't the same old tired information...This course is an amalgamation of 500+ hours of me studying FAT LOSS...from books... university lectures, doctors and good personal trainers...and 5000+ hours of me actually doing what I preach...It's a FOOL-PROOF BLUEPRINT TO JUMP START YOUR OWNFAT LOSS JOURNEY. So if you are ready... I'll see you on the inside!
Who this course is for
If you're just starting out on your fat loss journey and need to pick up the good habits and psychological and biological hacks to lose fat effortlessly
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Free Download Good Health in Crocheting For Right Handed and Left Handed
Published: 3/2025
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 37m | Size: 163 MB
Crocheting for Well Being: Suitable for Young and Older Citizens-(Right Handed and Left Handed)

What you'll learn
Crocheting history, materials and tools, and various terminologies in basic Crocheting
Learn to crochet (Slip knot, Slip Stitch, Chain Stitches, Single Crochet / Double Crochet Stitches; Double Crochet/Treble Crochet stiches and Turning Chains)
Working in Rows and keeping your work straight
Working in Rounds
Crocheting Granny Square
Requirements
For Right handed and Left handed Students
Simply passionate about crocheting
No Crocheting experience
Easy to read patterns
Description
Crocheting has been found to be therapeutic and to calm the nerves from ANXIETY, hence, it would be a great craft for everyone to learn .This course with my video resources take us through the basics, starting with the making of a slip knot to the making of a scarf as a project.Students will learn how to make a Granny Square and join them. I have also included 5 simple questioons at the end of the course to reresh our memories on what we learnt in the course.According to Betty Houtman of Anxiety Resource Center (ARC) on anxiety Managementm with background in neuro-developmental pediatrics and experience working with children and adults with brain injury, spinal cord injury, strokes, and neurological disorders, led to a fascination with neuroplasticity and the ability of the brain to "rewire" itself.SHe said that ecause the practice of knitting/crochet is so helpful in dealing with anxiety, the ARC was the first organization she approached.She identifiied seven reasons why knitting and crocheting can help you with your anxiety:Hand movementsBilateral, coordinated, precise hand movements are hard work for the brain, and crossing over midline requires even more brainwork. As a result, we are less able to pay attention to other issues and concerns. In other words, knitting "distracts" the brain.Repetitive movementSafety "bubble"Holding the hands together in front of the body creates the sensation of having a protective "bubble" of personal space and comfort and is especially helpful in threatening or anxiety-producing situations.Eye contact is optionalPortabilityCrochet can go almost anywhere with you! Just tuck it into a pocket, purse, or tote, and a solution is always nearby for when symptoms of anxiety and panic arise. Even visualizing the movements and feelings of knitting can help in most situations. SensoryThere are so many beautiful colors, an array of textures, and soft, bristly, smooth, or bumpy fibers to choose from! They provide pleasing visual, tactile, and perceptual feedback to our bodies and brains.Hormone levelMore serotonin is released with repetitive movement, which improves mood and sense of calmness. After you've learned knitting or crochet, it can also reduce blood levels of cortisol-the stress hormone.
Who this course is for
Beginners in Crocheting
Young and Older Citizens
Right Handed and Left Handed Students
Homepage:

https://www.udemy.com/course/health-in-crocheting-for-right-handed-and-left-handed/

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