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Part 1: Getting to Know TensorFlow
Curriculum
4 Sections
17 Lessons
10 Weeks
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Chapter 1: Introducing Machine Learning with TensorFlow
3
1.1
Understanding Machine Learning
10 mins
1.2
The Development of Machine Learning
10 mins
1.3
Machine Learning Frameworks
10 mins
Chapter 2: Getting Your Feet Wet
4
2.1
Installing TensorFlow
10 mins
2.2
Exploring the TensorFlow Installation
10 mins
2.3
Running Your First Application
10 mins
2.4
Setting the Style
10 mins
Chapter 3: Creating Tensors and Operations
6
3.1
Creating Tensors
10 mins
3.2
Creating Tensors with Known Values
10 mins
3.3
Creating Tensors with Random Values
10 mins
3.4
Transforming Tensors
10 mins
3.5
Creating Operations
10 mins
3.6
Putting Theory into Practice
10 mins
Chapter 4: Executing Graphs in Sessions
4
4.1
Forming Graphs
10 mins
4.2
Creating and Running Sessions
10 mins
4.3
Writing Messages to the Log
10 mins
4.4
Visualizing Data with TensorBoard
10 mins
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