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Part 1: Discovering Deep Learning
Curriculum
4 Sections
18 Lessons
10 Weeks
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Chapter 1: Introducing Deep Learning
4
1.1
Defining What Deep Learning Means
10 mins
1.2
Using Deep Learning in the Real World
10 mins
1.3
Considering the Deep Learning Programming Environment
10 mins
1.4
Overcoming Deep Learning Hype
10 mins
Chapter 2: Introducing the Machine Learning Principles
3
2.1
Defining Machine Learning
10 mins
2.2
Considering the Many Different Roads to Learning
10 mins
2.3
Pondering the True Uses of Machine Learning
10 mins
Chapter 3: Getting and Using Python
8
3.1
Working with Python in this Book
10 mins
3.2
Obtaining Your Copy of Anaconda
10 mins
3.3
Downloading the Datasets and Example Code
10 mins
3.4
Creating the Application
10 mins
3.5
Understanding the Use of Indentation
10 mins
3.6
Adding Comments
10 mins
3.7
Getting Help with the Python Language
10 mins
3.8
Working in the Cloud
10 mins
Chapter 4: Leveraging a Deep Learning Framework
3
4.1
Presenting Frameworks
10 mins
4.2
Working with Low-End Frameworks
10 mins
4.3
Understanding TensorFlow
10 mins
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