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Part 3: Interacting with Deep Learning
Curriculum
6 Sections
14 Lessons
10 Weeks
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Chapter 12: Performing Image Classification
2
1.1
Using Image Classification Challenges
10 mins
1.2
Distinguishing Traffic Signs
10 mins
Chapter 13: Learning Advanced CNNs
3
2.1
Distinguishing Classification Tasks
10 mins
2.2
Perceiving Objects in Their Surroundings
10 mins
2.3
Overcoming Adversarial Attacks on Deep Learning Applications
10 mins
Chapter 14: Working on Language Processing
3
3.1
Processing Language
10 mins
3.2
Memorizing Sequences that Matter
10 mins
3.3
Using AI for Sentiment Analysis
10 mins
Chapter 15: Generating Music and Visual Art
2
4.1
Learning to Imitate Art and Life
10 mins
4.2
Mimicking an Artist
10 mins
Chapter 16: Building Generative Adversarial Networks
2
5.1
Making Networks Compete
10 mins
5.2
Considering a Growing Field
10 mins
Chapter 17: Playing with Deep Reinforcement Learning
2
6.1
Playing a Game with Neural Networks
10 mins
6.2
Explaining Alpha-Go
10 mins
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