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Using Artificial Intelligence
Curriculum
4 Sections
14 Lessons
10 Weeks
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Chapter 1: Demystifying Artificial Intelligence
2
1.1
AI Is a Collection of Techniques
10 mins
1.2
Current Limitations of AI
10 mins
Chapter 2: Building a Neural Network
3
2.1
Understanding Neural Networks
10 mins
2.2
Building a Simple Neural Network in Python
10 mins
2.3
Building a Python Neural Network in TensorFlow
10 mins
Chapter 3: Doing Machine Learning
4
3.1
Learning by Looking for Solutions in All the Wrong Places
10 mins
3.2
Creating a Machine-Learning Network for Detecting Clothes Types
10 mins
3.3
Visualizing with Matplotlib
10 mins
3.4
Learning More Machine Learning
10 mins
Chapter 4: Playing Around with AI on Cards, Sticks, and in the Cloud
5
4.1
Seeing the Limitations of the Raspberry Pi and AI
10 mins
4.2
Adding Hardware AI to the Raspberry Pi
10 mins
4.3
Discovering Ways to Do AI in the Cloud
10 mins
4.4
AI on a Graphics Card
10 mins
4.5
Where to Go for More AI Fun in Python
10 mins
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