English | MP4 | AVC 1280×720 | AAC 44KHz 2ch | 1h 27m | 400 MB
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.
Table of Contents
01 – Course Overview
02 – Introduction
03 – Overview
04 – Introduction
05 – Artificial Intelligence
06 – Machine Learning
07 – Artificial Neurons
08 – Neural Networks
09 – Deep Neural Networks
10 – Summary
11 – Introduction
12 – Fully Connected Neural Networks
13 – Convolutional Neural Networks
14 – Recurrent Neural Networks
15 – Generative Adversarial Networks
16 – Deep Reinforcement Learning
17 – Summary
18 – Introduction
19 – Tables
20 – Text
21 – Images
22 – Audio
23 – Video
24 – Future
25 – Summary
26 – Introduction
27 – History
28 – Trends
29 – Future
30 – Summary
31 – Introduction
32 – Services
33 – Platforms
34 – Frameworks
35 – Recommendations
36 – Where to Go Next
37 – Course Summary
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