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Part 5: Applying Learning to Real Problems
Curriculum
3 Sections
10 Lessons
10 Weeks
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Chapter 16: Classifying Images
3
1.1
Learning the Magic of Data Augmentation
10 mins
1.2
Revising the State of the Art in Computer Vision
10 mins
1.3
Classifying Images with CNNs
10 mins
Chapter 17: Scoring Opinions and Sentiments
4
2.1
Introducing Natural Language Processing
10 mins
2.2
Revising the State of the Art in NLP
10 mins
2.3
Understanding How Machines Read
10 mins
2.4
Using Scoring and Classification
10 mins
Chapter 18: Recommending Products and Movies
3
3.1
Realizing the Revolution of E-Commerce
10 mins
3.2
Downloading Rating Data
10 mins
3.3
Leveraging SVD
10 mins
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