Старый 20.09.2022, 07:08   #68206
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По умолчанию How To Thrive And Advance In The Consulting Industry





Published 9/2022
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 587.70 MB | Duration: 0h 42m

Learn the secret skills and characteristics of employees who have achieved rapid career advancement.

What you'll learn
The Value of Expediting your Career Advancement
How to Build the Right Career Foundation
How to Begin to Navigate Company Structure
The Vital Personal Skills for Advancement
The Processes of Becoming and Expert and a Leader
Basic Concepts for a Career Development Plan
Requirements
For anyone new to the consulting industry or employees who want to create a better career focus
Description
This course provides employees the advanced skills and principles necessary to expedite their career advancement in the consulting industry. There are many personal benefits plus millions of dollars in career earnings available to those who can earn promotions just a few years earlier than the average employee. I have observed this happen time-and-time again throughout my 30-year career in the consulting industry. In fact I was one of those people. What I have realized is there are certain ways and characteristics by which high-performance individuals leverage basic skills to achieve higher career trajectory. In this course I reveal 11 of the most impactful of these "secrets." I use real examples of how employees have used these secrets to their advantage. I have compiled these examples into a simple story of one individual who successfully navigated through their company and industry to expedite their career advancement. After each of the five lectures I provide examples and practices that can be implemented immediately to achieve real results.The course wraps up with the basic approach for creating a career development plan to organize the process and assist throughout the employee development. I provide an example from the story of how our high-performance employee created her plan and I list tips and suggestions to get started.While many of the examples focus around the architecture and engineering industry, the skills and principles are fundamental to just about all professional services communities.
Overview
Section 1: How to Thrive and Advance in the Consulting Industry
Lecture 1 Building the Foundation for your Career
Lecture 2 Navigating the System
Lecture 3 The Personal Skills to Succeed
Lecture 4 Building Expertise and Leadership
Lecture 5 Creating a Career Development Plan
Employees in the Consulting or Professional Services Industry

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Старый 20.09.2022, 07:09   #68207
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По умолчанию Improving Data Quality In Data Analytics & Machine Learning





Last updated 9/2022
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 2.04 GB | Duration: 5h 23m

Learn why, when, and how to maximize the quality of your data to optimize data-based decisions

What you'll learn
Strategies for increasing data quality
Ways to assess data quality
Interpreting data visualizations
How to spot problems in data
Requirements
Interest in working with data
Interest in knowing more about data quality
Some Python skills are useful for the optional coding videos
Description
All of our decisions are based on data. Our sense organs gather data, our memories are data, and our gut-instincts are data. If you want to make good decisions, you need to have high-quality data.This course is about data quality: What it means, why it's important, and how you can increase the quality of your data. In this course, you will learn:High-level strategies for ensuring high data quality, including terminology, data documentation and management, and the different research phases in which you can check and increase data quality.Qualitative and quantitative methods for evaluating data quality, including visual inspection, error rates, and outliers. Python code is provided to see how to implement these visualizations and scoring methods using pandas, numpy, seaborn, and matplotlib.Specific data methods and algorithms for cleaning data and rejecting bad or unusual data. As above, Python code is provided to see how to implement these procedures using pandas, numpy, seaborn, and matplotlib.This course is for Data practitioners who want to understand both the high-level strategies and the low-level procedures for evaluating and improving data quality.Managers, clients, and collaborators who want to understand the importance of data quality, even if they are not working directly with data.
Overview
Section 1: Introduction
Lecture 1 Is this course right for you?
Section 2: Download course materials (Python code)
Lecture 2 Download the code
Section 3: Why data quality matters
Lecture 3 Section summary
Lecture 4 Is data or are data??
Lecture 5 On the origins and quality of data
Lecture 6 GIGO (garbage in, garbage out)
Lecture 7 Data quality influences data-driven decisions
Section 4: Ensuring high data quality
Lecture 8 Section summary
Lecture 9 Data management
Lecture 10 Data documentation
Lecture 11 Data audits
Lecture 12 Data cleaning phases
Lecture 13 Improve quality before getting data
Lecture 14 Improve quality during data collection
Lecture 15 Improve quality after data collection
Lecture 16 Improve quality during data analysis
Lecture 17 Risks of biased results
Section 5: Assessing data quality
Lecture 18 Section summary
Lecture 19 Qualitative vs. quantitative quality assessments
Lecture 20 Qualitative assessments via visual inspection
Lecture 21 Code: Visualizing data distributions
Lecture 22 Variance assessments
Lecture 23 Correlations and correlation matrices
Lecture 24 Data error rates
Lecture 25 Sample sizes
Lecture 26 Code: Measuring data quality
Section 6: Data transformations
Lecture 27 Section summary
Lecture 28 Z-score scaling
Lecture 29 Min/max scaling
Lecture 30 Binning (rounding)
Lecture 31 Unit normalization
Lecture 32 Rank transform
Lecture 33 Nonlinear transformations
Lecture 34 Code: Transforming data
Section 7: Outliers and missing data
Lecture 35 Section summary
Lecture 36 What are outliers?
Lecture 37 The z-score method
Lecture 38 The modified z-score method
Lecture 39 Dealing with missing data
Lecture 40 Code: Dealing with bad or missing data
Section 8: Be a high-quality data scientist
Lecture 41 Section summary
Lecture 42 Keeping up with data science developments
Lecture 43 Can you know everything?
Lecture 44 What data scientists want
Section 9: Bonus
Lecture 45 Bonus material
Data science practitioners,Data scientist students,Managers or colleagues who work with data practitioners

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Старый 20.09.2022, 07:11   #68208
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По умолчанию Infrastructure & Ops Superstream Linux Fundamentals



Released 09/2022
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 3h | Size: 895.6 MB

Compared to other operating systems, Linux gives you complete control and better visibility, allowing you to create more efficient and more secure systems. And the Linux kernel is key to many of the new technologies changing the way software is deployed. Join us for a deep dive into how to best work with Linux and what to expect from this operating system in the future.
About the Infrastructure & Ops Superstream Series: This Superstream series guides you through what you need to know about modernizing your organization's infrastructure and operations, covering different topics. Packed with the expert insights, skills, and tools that will help you effectively manage existing legacy systems while migrating to modern, scalable, cost-effective infrastructures-with no interruption to your business.
What you'll learn and how you can apply it
Learn why the Linux kernel is key to many of the new technologies changing the way software is deployed
Understand how to harness the power of Linux for your own products
This recording of a live event is for you because.
You're a developer who wants to learn more about the many programs and products that run on Linux.
You want to better understand why Linux is so important (and why you should learn it).
You want to find out how to get up and running with eBPF.

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Старый 20.09.2022, 07:12   #68209
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По умолчанию Insights From Lean In





Published 9/2022
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 573.46 MB | Duration: 0h 31m

What women can learn from Facebook COO on negotiation techniques, mentorship, and building a satisfying career
.

What you'll learn
Why organization should have more women in leadership positions
How women can understand and overcome self-imposed barriers
How women can trade-off between success and likeability
How women can attract the right mentor rather than seek one
Why advocating for gender equality is important
Requirements
This course is targeted towards women but a lot of tips will be useful to all professionals.
Description
With this book-based course, learn from the best-seller Lean In by Sheryl Sandberg in bite-sized video lessons.Lean In by Facebook COO Sheryl Sandberg was an instant best-seller when it was released in 2013, and continues to hold relevance in an increasingly diversity-conscious world. The insights in this series will resonate both with women trying to make their way up the corporate ladder and with men advocating for a 50-50 world. Learn about why women unintentionally hold themselves back and discover important advice, and techniques to help build a successful career, and understand negotiation techniques. In addition, learn how to successfully balance both a professional and personal life.Upskill with book-based courses by Emeritus InsightsNow get key insights from business best-sellers and autobiographies of world leaders such as Blitzscaling, The Art of War, Atomic Habits, The 4-Hour Workweek, The Lean Startup, Entrepreneurial You, The 7 Habits of Highly Effective People, and others, within minutes.On Emeritus Insights you can build 50+ in-demand skills like leadership, communication, productivity, data science, business planning, marketing, negotiation, strategic thinking, and others to achieve your professional goals. Whether you are a business leader or on your way to becoming one, Emeritus Insights is your learning partner. Upskill, reskill and cross-skill with bite-sized video lessons to shape your success.
Overview
Section 1: Lean In
Lecture 1 The Road to 50%
Lecture 2 Self-Imposed Barriers
Lecture 3 Beware Of Imposter Syndrome
Lecture 4 The Need To Be Liked
Lecture 5 Go For Growth
Lecture 6 Attract The Right Mentor
Lecture 7 Get (And Give) Valid Feedback
Lecture 8 Sharing The Load 50-50
Lecture 9 Fight The Guilt
Lecture 10 Speak Up For Equality
Lecture 11 Summary of Insights
Lecture 12 Activity 1
Lecture 13 Activity 2
Lecture 14 Activity 3
Women who find it difficult to manage their personal and career goals,Women who want to overcome self-imposed constraints that might be hampering their career,Anyone who wants to optimize their performance under any circumstances,Anyone who wants tools and talking points to advocate for gender equality

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Старый 20.09.2022, 07:14   #68210
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По умолчанию Insights From The 1-Page Marketing Plan





Published 9/2022
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 883.05 MB | Duration: 0h 49m

Learn about how to maximize sales by applying a creative approach.

What you'll learn
Learn about the importance of developing a marketing plan
Understand what a target audience is, and how to choose your right marketing content efforts
Discover how to identify a good marketing strategy
Learn how to create your very own 1- page marketing plan
Requirements
This course is suitable for those who have some basic experience in customer experience
Description
With this book-based course, learn from best-seller The 1-Page Marketing Plan by Allan Dib in bite-sized video lessons.The biggest leverage point in any business is marketing. Allan Dib, a serial entrepreneur, and bestselling author, in this book '1-Page Marketing,' provides a blueprint to maximize sales by applying creative marketing efforts. Regardless of whether you are an experienced entrepreneur or not, through this series, you'll be able to really propel business growth. After finishing this series, narrated by digital strategy consultant and author Clark Boyd, you will be able to implement a marketing strategy that can get you the maximum return for your time and money.Upskill with book-based courses by Emeritus InsightsNow get key insights from business best-sellers and autobiographies of world leaders such as Blitzscaling, The Art of War, Atomic Habits, The 4-Hour Workweek, The Lean Startup, Entrepreneurial You, The 7 Habits of Highly Effective People, and others, within minutes.On Emeritus Insights you can build 50+ in-demand skills like leadership, communication, productivity, data science, business planning, marketing, negotiation, strategic thinking, and others to achieve your professional goals. Whether you are a business leader or on your way to becoming one, Emeritus Insights is your learning partner. Upskill, reskill and cross-skill with bite-sized video lessons to shape your success.
Overview
Section 1: The 1-Page Marketing Plan
Lecture 1 Marketing- The Crux of Business Growth
Lecture 2 Figuring Out Your Target Market
Lecture 3 Getting into The Mind of Your Target Audience
Lecture 4 What Does Your Target Market Want?
Lecture 5 Unique Selling Proposition
Lecture 6 Purpose-Based Advertising
Lecture 7 Crafting a Compelling Message
Lecture 8 Selecting Your Marketing Media
Lecture 9 Identifying A Good Marketing Strategy
Lecture 10 Capturing Leads
Lecture 11 Nurturing Leads
Lecture 12 Increasing The Likelihood of Purchase
Lecture 13 Delivering a World-Class Experience
Lecture 14 Increasing Customer's Lifetime Value
Lecture 15 How To Make Your Own 1-Page Marketing Plan
Lecture 16 What We Learned
Lecture 17 Activity 1
Lecture 18 Activity 2
Lecture 19 Activity 3
This is for individuals who want to develop their customer service efforts

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Старый 20.09.2022, 07:16   #68211
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По умолчанию Introduction to Ayurveda





Last Update: 1/2022
Duration: 2h 37m | Video: .MP4, 1280x720 30 fps | Audio: AAC, 48 kHz, 2ch | Size: 1.77 GB
Genre: eLearning | Language: English

Your Unique Path to Holistic Wellness
What you'll learn:
Gain knowledge of the basic foundations of Ayurveda; core principles, guidelines, terms, philosophy
Determine your mind/body type and create a unique lifestyle designed to support you rather than work against you
Identify imbalances and correct them so you can help prevent disease before it manifests
Align your lifestyle with nature for optimal health
Requirements
No requirements; this course is designed for the absolute beginner
Description
You are unique; not every diet or lifestyle will work for you. Ayurveda acknowledges that everyone's bodies (and minds) are different. This course guides you on how to live in a way that is best for you, giving you the best chance of living disease-free.
Create an Ayurvedic Lifestyle In Alignment With Your Unique Body/Mind Type
After completing this course, you'll be able to
Determine whether certain foods, exercises, and environments are supportive for you or harmful for you
Recognize the signs that your body is out of balance and know how to get it back into balance quickly
Live in alignment with the daily and yearly cycles of nature resulting in better health of your body, mind, and soul
Improve your digestion, which is the #1 key to good health and vitality
Achieve optimal wellness personalized to you using the principles of Ayurveda.
In this course, you'll start your journey to holistic wellness where your body, mind, and soul will become aligned with nature. You will learn the basic philosophies of Ayurveda, which is the 5000-year old health system from India. Ayurveda is the only health system that looks at each person as an individual with unique needs. You'll have no more confusion about what will work for you and what won't.
Ayurveda is the ultimate system of living a natural lifestyle that supports the health of the whole person; body, mind, and soul. By recognizing and aligning with the elements that make up our world and our bodies, we are better able to live in a harmonious way that avoids disease and brings us closer to true health.
This course begins by introducing you to the basics; the fundamental principles of Ayurveda. This overview conveys the essence of Ayurveda so you will immediately understand how it is unique from all other systems of health.
Each lesson consists of screenshots of the information, images, lists, and diagrams. You'll learn about each of the different mind/body types, and be given an assessment to determine which primary body type you are. From there, the rest of the course will run through all the major areas of your lifestyle for each of the mind/body types; how and when to eat, how and when to exercise, and how to tweak your routines depending on the time of day and the time of year.
You'll learn the basics about the energies, elements, and qualities of eveything in the Universe, which of course, includes you. The qualities of the elements and energy plays a huge role in our health and wellness. You'll be able to recognize these and adjust your routines and lifestyle accordingly so that you can stay in a healing state, not a diseased state.
You'll also recieve multiple printable PDF's to help you apply this information into your life. Each lesson will contain the relevant PDF's taken from my Ayurveda Lifestyle Workbook. You'll get the body/mind type quiz, easy reference sheets, daily routine planning pages, trackers, and journal prompts. The second printable PDF is the Body, Mind, and Soul Self-Care Planner/Journal. This is a bonus that will help supplement your Ayurvedic lifestyle. It goes deeper into self-care practices and ways to align with nature's daily and seasonal cycles.
When you have completed this course, you'll be in full control of your own health and wellbeing. You will have renewed motivation for living a healthy lifestyle since you will know exactly what it takes to make yourself healthy. You will have a better appreciation and understanding of nature itself, which you are a part of. Living an Ayurvedic lifestyle helps you feel connected to yourself, the natural world, and the Universe
Who this course is for
Health-minded people seeking a time-tested all-natural way to achieve optimal wellness that is tailored to their unique needs

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Старый 20.09.2022, 07:17   #68212
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По умолчанию Introduction To Azure Functions





MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 151.09 MB | Duration: 0h 27m

Introduction to Azure Functions Create a function with Python and Flask

Learn how to create an Azure Function in the fastest way using instant deployment with Visual Studio Code, and then find out how to take it to the next level by using the
Flask framework
to take advantage of common Python patterns you might already be used to. Finally, we'll go through automation steps using GitHub Actions so that you can re-deploy your Azure Function after merging changes. This will give you confidence for deployment, make it less error-prone, and give you a foundational workflow to implement serverless technology using the Azure cloud. Learning Objectives Create an Azure Function using the Azure Portal
Quickly build a function using Visual Studio Code
Deploy in one click with the Azure Functions extension
Modify your code and routes to use Flask
Use GitHub Actions for automating the deployment process
About your instructor Alfredo Deza
has over a decade of experience as a Software Engineer doing DevOps, automation, and scalable system architecture. Before getting into technology he participated in the 2004 Olympic Games and was the first-ever World Champion in High Jump representing Peru.
He currently works in Developer Relations at Microsoft and is an Adjunct Professor at Duke University. This solid background in technology and teaching, including his experience creating courses with Codespaces is seen throughout this course, where you will get a first-hand experience with practical examples as well as applicable configuration for any development environment.
Resources
GitHub Codespaces course
Microsoft Azure Fundamentals (AZ-900) Certification
Pytest Master Class
Practical MLOps book
What you'll learn
Description
Introduction to Azure Functions Create a function with Python and Flask
Learn how to create an Azure Function in the fastest way using instant deployment with Visual Studio Code, and then find out how to take it to the next level by using the
Flask framework
to take advantage of common Python patterns you might already be used to. Finally, we'll go through automation steps using GitHub Actions so that you can re-deploy your Azure Function after merging changes. This will give you confidence for deployment, make it less error-prone, and give you a foundational workflow to implement serverless technology using the Azure cloud. Learning Objectives Create an Azure Function using the Azure Portal
Quickly build a function using Visual Studio Code
Deploy in one click with the Azure Functions extension
Modify your code and routes to use Flask
Use GitHub Actions for automating the deployment process
About your instructor Alfredo Deza
has over a decade of experience as a Software Engineer doing DevOps, automation, and scalable system architecture. Before getting into technology he participated in the 2004 Olympic Games and was the first-ever World Champion in High Jump representing Peru.
He currently works in Developer Relations at Microsoft and is an Adjunct Professor at Duke University. This solid background in technology and teaching, including his experience creating courses with Codespaces is seen throughout this course, where you will get a first-hand experience with practical examples as well as applicable configuration for any development environment.
Resources
GitHub Codespaces course
Microsoft Azure Fundamentals (AZ-900) Certification
Pytest Master Class
Practical MLOps book
Overview
Lesson 1
Lecture 1 Azure Functions With Automation

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Старый 20.09.2022, 07:19   #68213
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По умолчанию LiveLessons - CCNA 200-301 Exam Prep





Duration: 15h 46m | Video: 1280x720 30fps | Audio: AAC, 48 kHz, 2ch | Size: 2.56 GB
Genre: eLearning | Language: English

CCNA 200-301 Exam Prep LiveLessons gives you the edge you need to pass the Cisco CCNA exam. Wendell Odom, best-selling author of the CCNA 200-301 Official Cert Guides, provides more than 15 hours of video training detailing what to expect on the CCNA 200-301 exam. This is an essential course for anyone interested in passing the CCNA exam.
CCNA 200-301 Exam Prep LiveLessons provides more than 15 hours of video training detailing common exam traps, pitfalls, and difficulties on the Cisco CCNA exam. Features include background information on the exams, a deep dive into common mistakes and misunderstandings certification candidates make when taking the exams, and exam walkthroughs with sample questions so you can see firsthand the types of questions you'll encounter in the testing facility.
In Module 1, best-selling author and expert instructor Wendell Odom explores essential information about the Cisco CCNA certification, such as what to do if you get stuck on a question, what to expect in the testing facility, and how to manage your time.
Module 2 is dedicated to helping you preemptively learn about common misunderstandings people make about the exams in all six exam domains: network fundamentals, network access, IP connectivity, IP services, security fundamentals, and automation and programmability. This section also focuses on commonplace mistakes that people make.
Module 3 takes you on a deep dive into the types of questions you'll encounter for each domain in the exam. In this section, you will have the opportunity to assess sample questions and see firsthand how the author solves each one while detailing why the right answer is correct and how to avoid pitfalls. This course is meant to help you prepare for your exam and identify areas of weakness, while improving your conceptual knowledge and hands-on skills.

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Старый 20.09.2022, 07:20   #68214
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По умолчанию LiveLessons - GIAC Security Essentials (GSEC)





Duration: 11h 38m | Video: 1280x720 30fps | Audio: AAC, 48 kHz, 2ch | Size: 2.72 GB
Genre: eLearning | Language: English

GIAC Security Essentials (GSEC) Complete Video Course will provide the learner with everything they need to know for exam success, including all required key security concepts and terminologies, and effective techniques to detect and prevent all known attacks.
The GIAC Security Essentials (GSEC) Complete Video Course has been designed to provide the learner with complete exam objective coverage in order to prepare you for exam success! Security is considered one of the top IT fields for this new decade and beyond, and the GSEC exam is an important credential to achieve in order to continue your career advancement in IT security. This course has been organized to align with the objectives of the exam by the presenter, Michael J. Shannon, who is an expert in IT and security, with more than 30 years of experience. Michael has organized the course into 6 Modules
Module 1: Network Security Essentials Module 2: Defense in Depth and Attacks Module 3: Threat Management Module 4: Cryptography, Risk Management, and Response Module 5: Windows Security Essentials Module 6: Linux Security Essentials
The course walks you through hands-on demonstrations of security concepts, as well as in-depth explanations and case studies of various security components, including threat & risk management, cryptography, and understanding how to navigate threats in both Windows and Linux operating systems. Michael also provides insight into the tools and utilities available for combatting security threats in each OS in order to prepare you for everything the exam can throw at you to ensure exam success.
About the Instructor
Michael J. Shannon began his IT career when he transitioned from recording studio engineer to network technician for a major telecommunications company in the early 1990s. He soon began to focus on security, and was one of the first 10 people to attain the HIPAA Certified Security Specialist. Throughout his 30 years in IT, he has worked as an employee, contractor, and consultant for several companies including Platinum Technologies, Fujitsu, IBM, State Farm, and MindSharp, among others. Mr. Shannon has authored several books, training manuals, published articles, and CBT modules over the years as well. He has attained the CISSP, CCNP Security, ITIL 4 Managing Professional, OpenFAIR, GSEC, and Security+ certifications in the security field. His hobbies are playing guitar, songwriting, trading cybercurrencies, and playing golf.
Skill Level
Beginner/Intermediate
Learn How To
Manage Network Security including Device, Web Communication, and Wireless Network Security
Prepare for malicious attacks by implementing active defense strategies
Assess threats through vulnerability scanning and managing penetration testing to ensure systems are prepared for attacks.
Apply cryptography and risk management strategies
Handle incident response and contingency plans
Work with tools and utilities Microsoft provides for security
Work with services and utilities Linux provides for security
Prepare for the GSEC exam with hours of repeatable hands-on demonstrations
Prepare for implementing, monitoring, and maintaining enterprise security in the real-world
Who Should Take This Course
The target audience for this course is anyone who wants to achieve the GIAC Security Essentials (GSEC) certification or learners who simply want to get a foundation in implementing real-world, cutting-edge security solutions on a path to more advanced security administration and engineering skills.
Course Requirements
Knowledge of information security fundamentals found in the GISF entry-level GIAC security certification or CompTIA Security+ is recommended but not required.
Lesson Descriptions
Module 1, "Network Security Essentials," starts with TCP/IP Essentials. The lesson then moves on to critical security controls, access controls, and password management. This lesson also explores network security devices and device security; web communication security based on the Center for Internet Security (CIS), and wireless network security.
Module 2, "Defense in Depth and Attacks," looks at malicious code and exploit mitigation, along with defense in depth and defensible network architecture. Lastly, this lesson covers active defense and implementing endpoint security.
Module 3,"Threat Management," discusses log management and SIEM. It then gets into vulnerability scanning, penetration testing, virtualization, and lastly, Cloud Security.
Module 4, "Cryptography, Risk Management, and Response," evaluates cryptography concepts and algorithms, which will then be applied with security policies and procedures. Next, this lesson will cover IT risk management, as well as incident handling and response. Lastly, this lesson will cover several aspects of contingency planning.
Module 5, "Windows Security Essentials," is a hands-on demonstration of Windows security infrastructure; Windows access controls and security policy enforcement; Network services; Azure cloud computing; and Windows Automation, Auditing, and Forensics.
Module 6,"Linux Security Essentials," will also be hands-on demonstrations, but this lesson will cover all things Linux: Linux Security Structure, Permissions and Access, Linux server Hardening and Securing, Monitoring and Attack Detection, and Linux security utilities.

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Старый 20.09.2022, 07:22   #68215
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По умолчанию Machine Learning Neural networks from scratch



Published 09/2022
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 30 lectures (4h 54m) | Size: 1.77 GB


Implementation of neural networks from scratch (Python)

What you'll learn
What are neural networks
Implement a neural network from scratch (Python, Java, C, ...)
Training neural networks
Activation functions and the universal approximation theorem
Strengthen your knowledge in Machine Learning and Data Science
Implementation tricks: Jacobian-Vector product & log-sum-exp trick
Requirements
Basic knowledge of programming, algebra and analysis
Description
In this course, we will implement a neural network from scratch, without dedicated libraries. Although we will use the python programming language, at the end of this course, you will be able to implement a neural network in any programming language.
We will see how neural networks work intuitively, and then mathematically. We will also see some important tricks, which allow stabilizing the training of neural networks (log-sum-exp trick), and to prevent the memory used during training from growing exponentially (jacobian-vector product). Without these tricks, most neural networks could not be trained.
We will train our neural networks on real image classification and regression problems. To do so, we will implement different cost functions, as well as several activation functions.
This course is aimed at developers who would like to implement a neural network from scratch as well as those who want to understand how a neural network works from A to Z.
This course is taught using the Python programming language and requires basic programming skills. If you do not have the required background, I recommend that you brush up on your programming skills by taking a crash course in programming. It is also recommended that you have some knowledge of Algebra and Analysis to get the most out of this course.
Concepts covered
Neural networks
Implementing neural networks from scratch
Gradient descent and Jacobian matrix
The creation of Modules that can be nested in order to create a complex neural architecture
The log-sum-exp trick
Jacobian vector product
Activation functions (ReLU, Softmax, LogSoftmax, ...)
Cost functions (MSELoss, NLLLoss, ...)
This course will be frequently updated, with the addition of bonuses.
Don't wait any longer before launching yourself into the world of machine learning!
Who this course is for
For developers who would like to implement a neural network without using dedicated libraries
For those who study machine learning and would like to strengthen their knowledge about neural networks and automatic differentiation frameworks
For those preparing for job interviews in data science
To artificial intelligence enthusiasts

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Старый 20.09.2022, 07:23   #68216
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По умолчанию Make Crystallized Texture For Geode Resin Art





Published 9/2022
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 1.05 GB | Duration: 0h 53m

3-D Crystal Texture

What you'll learn
How to build a base that can guide/ and help you create a strong ground for creating your texture. The secrets you will learn about this base will not only help
Painting Techniques with acrylics - wet on wet to create a gradient.
How to create depth and 3-D illusion.
How to place your crystals on your artworks.
How to crystallize any surface.
How to prepare your base of the artwork like a professional.
Tips & Tricks you do not hear about everywhere.
Requirements
Some experience with using Epoxy Resin is recommended.
Description
This texture art course is a complete guide designed to give you a deeper understanding of creating a crystallized texture for your resin artworks inspired by a natural and a rare Ferrierite Calcite Crystal specimen.This course teaches how to create this unique texture using techniques such as:How to build a base that can guide/ and help you create a strong ground for creating your texture. The secrets you will learn about this base will not only help you create this specific texture but can universally be used for any other texture design.Tips & Tricks you do not hear about everywhere.Painting Techniques with acrylics - wet on wet to create a gradient.How to create depth and 3-D illusion.How to place your crystals on your Artwork.How to crystallize any surface.How to prepare your base of the artwork like a professional.You'll also have an insight into a few of my secret materials and painting methods.Please note that I will not be sharing where I personally get ALL of my materials from (especially for crystals). But I am open to supplying you with them myself. I also provide you with a shopping list that will guide where you'll need to get your materials.In addition, this tutorial focuses only on the texture aspect of the entire artwork and gives little information about Epoxy Resin.Inspiration of the art?"Yellow Ferrierite Calcite""Yellow Ferrierite Calcite" is part of WeaamArts' signature art series, which was inspired by agate and the rare Yellow Ferrierite Calcite species found in Italy. It is a completely original and unique design which was designed from scratch by WeaamArts. About 28 Brazilian tumbled crystal quartz points and over 200g of crystal quartz chips were added on this piece.
Overview
Section 1: Introduction
Lecture 1 Policy
Lecture 2 Materials
Lecture 3 Introduction
Section 2: Section 2 : Module 1
Lecture 4 Stage 1 - Building Base
Lecture 5 Stage 2 - Painting Base
Lecture 6 Stage 3 - Crystallizing The Base
Lecture 7 Stage 4 - Final Touches
All artists interested in building unique textures for their own work.

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Старый 20.09.2022, 07:25   #68217
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По умолчанию Mastering Technical Presenting in a Virtual Environment



Published 09/2022
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 16 lectures (1h 2m) | Size: 1.15 GB



How to get your audience to 'yes' a whole lot faster


What you'll learn
Structure your presentation in a way that garners immediate audience buy-in
Utilize technical tips and tricks for maximum impact in virtual setting
Project confidence, competence and credibility every time you present
Tailor your presentation to different audience "types"
Requirements
No requirements or prerequisites
Description
When delivering technical presentations, do you ever get frustrated by how long it takes to get your audience say 'yes' to your ideas or solutions?
Do you go round and round with decision makes, frustrated that they aren't willing to move forward in the manner you've suggested?
Would you like to spend less time on the presentations you deliver, and more time attending to your regular workload?
In this brief but powerful, no-fluff course, veteran presentations coach Matt Moran walks you through the precise steps to develop and deliver technical, virtual-based presentations in a manner that will have your decision makers saying, "So...what are the next steps?" a whole lot faster.
In this course, you'll learn how to...
- Structure your presentation in a way that garners immediate audience buy-in
- Utilize technical tips and tricks for maximum impact in virtual setting
- Tailor your presentation to different audience "types"
- Project confidence, competence and credibility every time you present
Utilizing live-action video, animation and graphics, this one-hour course delivers every bit of information you need to transform not only the way you develop presentations, but also the way you deliver them.
There's a reason organizations like HCA, DELL, Morgan Stanley, NASA and countless others turn to Matt when it comes to technical presentations training. His finely-tuned methods WORK.
See for yourself.
Who this course is for
This course is specifically for professionals who are tasked with delivering complex or highly technical information in a virtual setting. It will be especially helpful for professionals who are needing/wanting their audiences to buy into their message, and then take action.

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Старый 20.09.2022, 07:27   #68218
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По умолчанию Master The Photo Manipulation - Photoshop Advanced Course





Published 9/2022
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 1.85 GB | Duration: 2h 9m

The China Secrets | Adobe photoshop 2022

What you'll learn
1- Learn how to blend images together precisely and professionally
2- Correcting the light values
3- Matching the Saturation of the images
4- Matching colors of the images with each other
5- Adding haze effect
6- Adding Light and shadows
7- Final look & color grading
Requirements
Basic Photoshop Knowledge is needed
Description
I'm a digital artist, instructor, and a YouTuber. I'll guide you through his class on creating an engaging photo manipulation design using Adobe Photoshop. In this course, I'll be sharing many useful techniques and best practices I have been using in my own work. This workshop is a very effective way to improve your Photo manipulation skills with an emphasis on working with type.Here are the steps that we will follow:1- Putting images together2- Correcting the light values to get the depth3- Matching the color saturation of each image 4- Matching colors of each image to match the other images 5- Adding haze effect6- Adding Light and shadows to blend objects7- Adding the final look and color gradingFor this class, basic familiarity with Adobe Adobe Photoshop is recommended.Using the same images, try to create a better concept with different color modes and share it with us.Nour designs is essentially made for enriching online content of graphic design, Our focus is to transport our practical knowledge and experience in this field in an easy and illustrative way. This is done by making tutorials on how a specific design made and what is the concept idea behind each design. I hope you enjoy watching it!
Overview
Section 1: Introduction
Lecture 1 Introduction
Lecture 2 1- Putting images together and adjusting the Composition
Lecture 3 2- Adjusting the lightness values
Lecture 4 3- Matching the Saturation
Lecture 5 4- Matching the Colors
Lecture 6 5- Drawing the moon lights & shadows
Lecture 7 6- Adding the foggy hazing effect
Lecture 8 7- Drawing the orange lights
Lecture 9 8- Final color grading
digital artists,graphic designers,Photo retouchers,concept artists

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Старый 20.09.2022, 07:28   #68219
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По умолчанию Mechanical Engineering - Sanitary Drainage System From A-Z





Published 9/2022
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 1.15 GB | Duration: 1h 49m

Learn basics of Sanitary Drainage System with examples and fittings description

What you'll learn
Define Sanitary drainage system
Define Sewage Types
Sewage Systems Definitions
Identify Building Drainage system
Define Sanitary Drainage Pipes
How to test the sanitary pipes
How to install pipes support
Sanitary pipes sizing
Identify Hydraulic jump
Floor drains definitions
Cleanouts definitions
Trench drain definitions
Inspection chamber and manholes explanation
Sump pit pump calculations
Slow down chamber definitions
Septic and holding tank definitions and calculations
Requirements
No pre experience required
passion to learn !
Description
Hi! Welcome to our course. If you are starting to study the MECHANICAL*ENGINEERING industry, you are on the right course! This Course covers the Full Sanitary Drainage System. it will build your knowledge slowly until you reach the point that you can understand Sewage Types, Sewage Systems, Sanitary Drainage, Pipes Grease, Interceptor Inspection Chamber and Manholes, Slow Down Chamber, Sump Pit, and Sump Pump, Septic Tank and Holding Tank and MORE !!In this course you'll Study : Sewage TypesSewage SystemsTwo or Dual Pipe SystemOne Pipe SystemSingle Stack SystemImportant TermsSanitary Drainage PipesMaterial of PipesPVC - UPVC - CPVCHDPE - PEPipes ConnectionPipes TestsPiping SupportThe slope of Horizontal Drainage PipesSize of Drainage PipesDraw the network routingDrainage Fixture Unit CalculationIndicate the Pipe SizesImportant NotesHydraulic JumpCleanoutFloor DrainTrench DrainOil InterceptorGully TrapGrease InterceptorInspection Chamber and ManholesSlow Down ChamberSump Pit and Sump PumpSeptic Tank and Holding TankPlus that you'll gain more information about the Plumbing industry.Enroll Now and Welcome to EngineeringHub !!About UsHere at EngineeringHub, We coach engineering students and working professionals for better career opportunities. Our trainers have experience in teaching students and engineers. Our support team makes sure that you get your doubts clarified as soon as we receive them. We are on a mission to train Engineers in the most attractive and easiest way and make them comfortable with our courses. This Mechanical Engineering course is the second that we have launched and we intend to deliver almost all that an Engineer would require. So you can also post what next course would you like us to launch.
Overview
Section 1: Welcoming , Content & Introduction
Lecture 1 Welcoming
Lecture 2 Contents
Lecture 3 Introduction
Section 2: Seweage
Lecture 4 Sewage Types
Lecture 5 Sewage Systems
Lecture 6 Important Terms
Section 3: Drainange
Lecture 7 Drainage Trap
Lecture 8 Drainage Branch
Lecture 9 Building Drain
Lecture 10 Building Sewer
Section 4: Pipes
Lecture 11 Sanitary Drainage Pipes
Lecture 12 PVC Pipes
Lecture 13 HDPE Pipes
Lecture 14 Pipes Connection
Lecture 15 Pipes Test
Lecture 16 Pipes Supports
Lecture 17 Pipes Slope
Lecture 18 Pipes Sizing (1)
Lecture 19 Pipes Sizing (2)
Lecture 20 Important Notes
Section 5: Sewage Drainage Fittings
Lecture 21 Hydraulic Jump
Lecture 22 Cleanouts
Lecture 23 Floor Drains
Lecture 24 Trench Drain
Lecture 25 Oil Interceptor
Lecture 26 Gully Trap
Lecture 27 Grease Interceptor
Section 6: Inspection Chamber & Manholes
Lecture 28 Inspection Chamber & Manholes
Lecture 29 Inspection Chamber & Manholes Locations
Lecture 30 Inspection Chamber & Manholes Dimensions
Lecture 31 Inspection Chamber & Manholes Specifications
Lecture 32 Inspection Chamber & Manholes Distances
Lecture 33 Slow Down Chamber
Section 7: Sump Pit & Sump Pump
Lecture 34 Sump Pit & Sump Pump
Lecture 35 Sump Pump Flow Rate Calculation
Lecture 36 Sump Pit Volume Calculation
Lecture 37 Sump Pump Head Calculation
Section 8: Septic & Holding Tank
Lecture 38 Septic & Holding Tank
Lecture 39 Septic & Holding Tank Volume
Lecture 40 Septic & Holding Tank Notes
Section 9: Thank you
Lecture 41 Thank you.
mechanical Engineers,Civil Engineers,Mechanical Technician,Drainage Technician

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По умолчанию Military Geopolitics Using Data Science





Published 9/2022
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 1.62 GB | Duration: 3h 20m

Showing how to use Data Science for military & Intelligence

What you'll learn
Military & Intelligence
Geopolitical analyses
History
Data Science and analytics
Economics
Requirements
No requirements because we explore everything in detail.
Description
What is the course about: Every country and every alliance (e.g. NATO, SCO, CSTO etc ) has designed possible geopolitical scenarios that may play out in the next 5 years (short-term), 15 years (mid-term) and 50 - 100 years (long-term).Examples of alliances / organisations include the SCO (Shanghai Cooperation Organisation)*, the CSTO (Collective Security Treaty Organization) , NATO, the European Union etc, each of which has a number of geopolitical scenarios in place in order to be in a state of readiness for future outcomes, and have reactive plans at its availability.In this course we show how Data*Science is used in real-world Geopolitical, Military and Intelligence Scenarios. Alliances are presented, militaty plans are shown, and in -depth presentation of geopolitical scenarios are made. For example, the Long Term Global NATO Geopolitical scenario is explained. According to this scenario, NATO*expands its area of focus beyond Europe and North America. According to this scenario, without fighting any major war, NATO*will have achieved global superiority over opponents by the year 2100.According to the Theory of Geopolitics, it is impossible to have a unipolar world run by a single country. Even the United States needs allies, meaning that it cannot function on its own completely isolated. Therefore, the single-head principle can have as its head an alliance, and according to the Global NATO*scenario, this alliance must be NATO, because all its members agree to share common values such as individual liberty, democracy, human rights and the rule of law (source:*its website).This course does not take a position in favour or against the realization of this scenario. It simply describes it, in a neutral stance. In order for this scenario to play out by the end of the 21st century a series of developments need to be made: a) Expansion of NATO*in Europe e.g. Finland , Sweden, Austria, and possibly Moldova, Georgia, Malta, Cyprus etc.b) Expansion of NATO*into Eurasia.c) Expansion of NATO to the Middle East. This is the ONLY*course online, and the first time that a course is dealing with the analysis of a Long-Term Geopolitical Scenario , with the use of Data Science. Who:I am a research fellow and I lead industry projects related to energy investments using mathematical optimisation and data science. Specialized in the Data Science aspect of the Green Energy transition, focused on algorithmic design and optimisation methods, using economic principles. Doctor of Philosophy (PhD) in Analytics & Mathematical Optimization applied to Energy Investments, from Imperial College London , and Master of Engineering (M. Eng.) degree in Power System Analysis (Electricity) and Economics . Important:No pre-requisites and no experience required.Every detail is explained, so that you won't have to search online, or guess. In the end you will feel confident in your knowledge and skills. We start from scratch, so that you do not need to have done any preparatory work in advance at all. Just follow what is shown on screen, because we go slowly and understand everything in detail.
Overview
Section 1: Global trends
Lecture 1 Global immigration analysis
Section 2: Military expenditure - Global comparisons
Lecture 2 Military expenditure comparisons on Python - Russia, China, USA, EU, India
Section 3: Eurasia and China - Belt and Road initiative
Lecture 3 Belt and Road Initiative : Python Design (Basemap Package)
Lecture 4 Belt and Road initiative : Python Design using the Folium package
Lecture 5 Geopolitical analysis of Belt and Road Initiative
Section 4: NATO - North Atlantic Treaty Organisation
Lecture 6 Interactive map of NATO - using Geopandas
Lecture 7 NATO: Geopolitical Analysis
Section 5: Global Alliances
Lecture 8 NATO
Lecture 9 The CSTO (Collective Security Treaty Organisation)
Lecture 10 The Shaghai Cooperation Organisation (SCO)
Section 6: Analysis of the Global NATO Geopolitical Scenario
Lecture 11 A summary
Lecture 12 Expansion to Europe
Lecture 13 Expansion to Middle East
Lecture 14 Expansion to Eurasia
Working or interested in Military (planning),Working or interested in Intelligence (planning),Risk management (geopolitical risk / macro) and investments,Economists (Macro),Data Scientists,Geopolitics enthusiasts and Historians

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