Deep Learning: The Big Picture

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Matthew Renze

1:27:26

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1. Course Overview

1. Course Overview.mp4

01:24

2. Introduction

1. Introduction.mp4

01:32

2. Overview.mp4

03:14

3. Deep Learning

1. Introduction.mp4

00:48

2. Artificial Intelligence.mp4

02:37

3. Machine Learning.mp4

01:43

4. Artificial Neurons.mp4

03:43

5. Neural Networks.mp4

02:57

6. Deep Neural Networks.mp4

02:59

7. Summary.mp4

00:39

4. Techniques

1. Introduction.mp4

00:58

2. Fully Connected Neural Networks.mp4

02:44

3. Convolutional Neural Networks.mp4

04:11

4. Recurrent Neural Networks.mp4

04:08

5. Generative Adversarial Networks.mp4

02:02

6. Deep Reinforcement Learning.mp4

03:01

7. Summary.mp4

00:43

5. Applications

1. Introduction.mp4

00:35

2. Tables.mp4

03:17

3. Text.mp4

02:06

4. Images.mp4

03:51

5. Audio.mp4

02:25

6. Video.mp4

02:32

7. Future.mp4

01:58

8. Summary.mp4

00:56

6. Impact

1. Introduction.mp4

00:35

2. History.mp4

01:34

3. Trends.mp4

04:46

4. Future.mp4

05:18

5. Summary.mp4

00:36

7. Next Steps

1. Introduction.mp4

00:53

2. Services.mp4

03:19

3. Platforms.mp4

03:41

4. Frameworks.mp4

04:45

5. Recommendations.mp4

01:59

6. Where to Go Next.mp4

01:46

7. Course Summary.mp4

01:11

Description

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.

What You'll Learn?

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.

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Deep Learning

Matthew Renze

Instructor's Courses

Matthew Renze is a data science consultant, author, and public speaker. Over the past two decades, he’s taught over 400,000 software developers and IT professionals. He’s delivered over 100 keynotes, presentations, and workshops at conferences on every continent in the world (including Antarctica). His clients range from Fortune 500 companies to small tech startups around the globe. Matthew is a Microsoft MVP in AI and an ASPInsider. He’s also the president of Serenze Global, a 501(c)(3) non-profit organization whose mission is to improve access to technology education for under-represented individuals in the IT industry. His focus includes artificial intelligence, data science, and machine learning.

Pluralsight

View courses Pluralsight

Pluralsight, LLC is an American privately held online education company that offers a variety of video training courses for software developers, IT administrators, and creative professionals through its website. Founded in 2004 by Aaron Skonnard, Keith Brown, Fritz Onion, and Bill Williams, the company has its headquarters in Farmington, Utah. As of July 2018, it uses more than 1,400 subject-matter experts as authors, and offers more than 7,000 courses in its catalog. Since first moving its courses online in 2007, the company has expanded, developing a full enterprise platform, and adding skills assessment modules.