Matthew Renze | Duration: 1h 27m | Video: H264 1280x720 | Audio: AAC 48 kHz 2ch | 277 MB | Language: English
Deep learning allows us to teach machines without explicit programming. In this course, you'll learn what deep learning is, what it can do for you, and how to get started.
Deep learning is a form of artificial intelligence that allows machines to learn how to solve complex tasks without being explicitly programmed to do so. In this course, Deep Learning: The Big Picture, you will first learn about the creation of deep neural networks with tools like TensorFlow and the Microsoft Cognitive Toolkit. Next, you'll touch on how they are trained, by example, using data. Finally, you will be provided with a high-level understanding of the key concepts, vocabulary, and technology of deep learning. By the end of this course, you'll understand what deep learning is, why it's important, and how it will impact you, your business, and our world.

Published 05/2022
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 39 lectures (3h 44m) | Size: 1.4 GB

Janani Ravi, Chetan Prabhu | Duration: 24h 00m | Video: H264 1280x720 | Audio: AAC 48 kHz 2ch | 2,87 GB | Language: English
This skill teaches learners how to build machine learning solutions using Python and the pervasive scikit-learn package, including application of classifcation, regression, and clustering.
* Experience the machine learning workflow as implemented in scikit-learn, and use that workflow to build simple classification, regression, and clustering models.

Jerry Kurata (et al.) | Duration: 28h 00m | Video: H264 1280x720 | Audio: AAC 44,1 kHz 2ch | 4,23 GB | Language: English
TensorFlow is an open-source machine learning software library developed Google. Since it was released in 2015, it has become one of the most widely-used machine learning libraries. This skill will teach you how to implement the machine learning workflow using TensorFlow, and apply the library from Python to solve simple and complex machine learning problems.
* Build your first TensorFlow project, and create regression, classification, and clustering models.

Janani Ravi (et al.) | Duration: 13h 00m | Video: H264 1280x720 | Audio: AAC 48 kHz 2ch | 2,02 GB | Language: English
Google released TensorFlow 2.0 in October 2019 which uses the dynamic graph and is more Python friendly. There are multiple changes to ensure removal of redundant APIs and better integration with Python runtime and Eager Execution.
* Learn everything you need to know to get started with Tensorflow 2.0.

Janani Ravi | Duration: 22h 00m | Video: H264 1280x720 | Audio: AAC 48 kHz 2ch | 2,7 GB | Language: English
PyTorch is an open-source machine learning and deep learning library developed at Facebook for the Python programming language. This skill teaches you how to apply and deploy PyTorch to address common problem domains, such as image classification, style transfer, natural language processing, and predictive analytics.
* Build your first PyTorch project, learning the underlying concepts behind the library and how it operates, and apply your knowledge in the Cloud.

Linkedin Learning - Implementing the NIST Privacy Framework-XQZT
English | Size: 253.55 MB
Category: Tutorial

Released 05/2022
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill Level: Beginner | Genre: eLearning | Language: English + srt | Duration: 1h 12m | Size: 430.9 MB

Linkedin Learning - CCSP Cert Prep 3 Cloud Platform and Infrastructure Security-XQZT
English | Size: 449.22 MB
Category: Tutorial

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English | Size: 326.46 MB
Category: Tutorial