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Home
All Programs
Computers
Data Science
Machine Learning
Introducing How Machines Learn
Introducing How Machines Learn
Curriculum
3 Sections
16 Lessons
10 Weeks
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Chapter 1: Getting the Real Story about AI
14
1.1
Moving beyond the Hype
1.2
Dreaming of Electric Sheep
1.2
Quiz for Moving beyond the Hype
6 Questions
1.3
Overcoming AI Fantasies
1.3
Quiz for Dreaming of Electric Sheep
6 Questions
1.4
Considering the Relationship between AI and Machine Learning
1.4
Quiz for Overcoming AI Fantasies
5 Questions
1.5
Considering AI and Machine Learning Specifications
1.5
Quiz for Considering the Relationship between AI and Machine Learning
5 Questions
1.6
Defining the Divide between Art and Engineering
1.6
Quiz for Considering AI and Machine Learning Specifications
5 Questions
1.7
Predicting the Next AI Winter
1.7
Quiz for Defining the Divide between Art and Engineering
5 Questions
1.8
Quiz for Predicting the Next AI Winter
5 Questions
Chapter 2: Learning in the Age of Big Data
12
2.1
Considering the Machine Learning Essentials
2.2
Defining Big Data
2.2
Quiz for Considering the Machine Learning Essentials
5 Questions
2.3
Considering the Sources of Big Data
2.3
Quiz for Defining Big Data
6 Questions
2.4
Specifying the Role of Statistics in Machine Learning
2.4
Quiz for Considering the Sources of Big Data
8 Questions
2.5
Understanding the Role of Algorithms
2.5
Quiz for Specifying the Role of Statistics in Machine Learning
5 Questions
2.6
Defining What Training Means
2.6
Quiz for Understanding the Role of Algorithms
6 Questions
2.7
Quiz for Defining What Training Means
5 Questions
Chapter 3: Having a Glance at the Future
6
3.1
Creating Useful Technologies for the Future
3.2
Discovering the New Work Opportunities with Machine Learning
3.2
Quiz for Creating Useful Technologies for the Future
6 Questions
3.3
Avoiding the Potential Pitfalls of Future Technologies
3.3
Quiz for Discovering the New Work Opportunities with Machine Learning
5 Questions
3.4
Quiz for Avoiding the Potential Pitfalls of Future Technologies
5 Questions
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