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All Programs
Computers
Data Science
Machine Learning
Applying Learning to Real Problems
Curriculum
3 Sections
14 Lessons
10 Weeks
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Chapter 17: Classifying Images
10
1.1
Working with a Set of Images
1.2
Quiz for Working with a Set of Images
6 Questions
1.3
Revising the State of the Art in Computer Vision
1.4
Quiz for Revising the State of the Art in Computer Vision
7 Questions
1.5
Extracting Visual Features
1.6
Quiz for Extracting Visual Features
5 Questions
1.7
Recognizing Faces Using Eigenfaces
1.8
Quiz for Recognizing Faces Using Eigenfaces
6 Questions
1.9
Classifying Images
1.10
Quiz for Classifying Images
8 Questions
Chapter 18: Scoring Opinions and Sentiments
8
2.1
Introducing Natural Language Processing
2.2
Quiz for Introducing Natural Language Processing
6 Questions
2.3
Revising the State of the Art in NLP
2.4
Quiz for Revising the State of the Art in NLP
8 Questions
2.5
Understanding How Machines Read
2.6
Quiz for Understanding How Machines Read
5 Questions
2.7
Using Scoring and Classification
2.8
Quiz for Using Scoring and Classification
5 Questions
Chapter 19: Recommending Products and Movies
10
3.1
Realizing the Revolution of E-Commerce
3.2
Quiz for Realizing the Revolution of E-Commerce
5 Questions
3.3
Downloading Rating Data
3.4
Quiz for Downloading Rating Data
6 Questions
3.5
Catching the Limits of Behavioral Data
3.6
Quiz for Catching the Limits of Behavioral Data
5 Questions
3.7
Integrating Text and Behaviors
3.8
Quiz for Integrating Text and Behaviors
7 Questions
3.9
Leveraging SVD
3.10
Quiz for Leveraging SVD
6 Questions
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