Linkedin Learning - Machine Learning and AI Foundations Causal Inference and Modeling-XQZT
English | Tutorial | Size: 469.51 MB

Pavel Yosifovich | Duration: 5h 15 m | Video: H264 1280x720 | Audio: AAC 48 kHz 2ch | 746 MB | Language: English
This course will teach you the foundations on which the Windows OS is built, its main mechanisms and architecture. This will allow you to get deeper into Windows, whether you are a developer, researcher, or other power user.
When developing Windows applications with low-level APIs, kernel drivers, or researching some scenario understanding the inner workings of Windows is essential. In this course, Windows 11 Internals: Foundations, you'll learn how Windows works under the covers. First, you'll explore the basic concepts of Windows, such as processes and threads. Next, you'll discover how to use the WinDbg debugger to gain insight into Windows functionality. Finally, you'll learn how system calls are invoked. When you're finished with this course, you'll have the skills and knowledge of the foundations of Windows Internals needed to dig deeper into the operating system, whether you are a developer, a security researcher, or troubleshooting issues.
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Released 08/2022
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill Level: Beginner | Genre: eLearning | Language: English + srt | Duration: 1h 45m | Size: 688.6 MB
Business finances include a variety of factors, from investments, cash, outstanding invoices, and even assets. In this course on treasury accounting, Jim Stice and Kay Stice explore how businesses view their overall management of finances, including how they partner with banks. If your work involves any aspect of corporate finance and you want to learn to leverage treasury management tools to create a stronger financial future, join Jim and Kay in this course.

Released 08/2022
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill Level: Intermediate | Genre: eLearning | Language: English + srt | Duration: 2h 30m | Size: 1 GB
How well do you understand the issues around algorithmic bias and unfairness? In this course, data scientist and AI ethicist Ayodele Odubela teaches you the principles of responsible AI, as well as the frameworks necessary to apply RAI techniques in AI systems. Ayodele explains modern AI development and problems in machine learning (ML) that differ from software engineering. She discusses big data and where it comes from, then covers several important points of data awareness and literacy. Ayodele goes over ethical frameworks, consequence scanning, fairness, accountability, and more. She also explains fairness-related harms, why they arise, why they matter, and what you can to avoid or mitigate them. Plus, Ayodele offers a detailed description of human rights as related to AI.

Released 08/2022
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill Level: Beginner | Genre: eLearning | Language: English + srt | Duration: 2h | Size: 2.3 GB
The rise of digital technology has certainly changed the role of the banker. But traditional banks still wield considerable power in the wide range of services they offer to companies. In this course, accounting professors Jim and Kay Stice give you an overview of these services, from savings and checking accounts to payroll services, borrowing, financing, business advising, and more.

Linkedin - Cisco Networking Foundations Fundamentals of Cisco Networking
English | Tutorial | Size: 286.3 MB

Bloop Animation – Storyboarding Foundations Course
Home Page https://www.bloopanimation.com/storyboarding-foundations/
Genre / Category:

Drawing and Painting & Art

File Size :17.8GB
Made for filmmakers

LinkedIn Learning
Duration: 2h 51m | Video: 1280x720 30fps | Audio: AAC, 48 kHz, 2ch | Size: 481 MB
Genre: eLearning | Language: English
This course with instructor Keith McCormick provides an introduction to some advanced techniques in causal inference and causal modeling. It builds upon a foundation in Keith's course, Machine Learning and AI Foundations: Prediction, Causality, and Statistical Inference. Keith focuses the course on three major topics: The power of experiments (and the reality that they aren't always available as an option); the Bayesian statistic philosophy and approach and when it's a good choice; and an introduction to causal modeling with techniques like structural equation modeling and Bayesian networks. Join Keith in this course to learn about these advanced techniques and what makes them both powerful and interesting.

Released 07/2022
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill Level: Intermediate | Genre: eLearning | Language: English | Duration: 1h 41m | Size: 620.4 MB
Statistics are a core skill for many careers. Basic stats are critical for making decisions, discoveries, investments, and even predictions. But sometimes you need to move beyond the basics. This third course in the Statistics Foundations series gives you practical, example-based lessons on the intermediate skills associated with statistics: Samples and sampling, standard errors, confidence intervals, and hypothesis testing.

MP4 | Video: h264, 1280x720 | Audio: AAC, 48 KHz
Language: English | Size: 1.16 GB | Duration: 0h 55m
Ancient Historical Foundations
What you'll learn