Machine learning-Lesson 1.0 Introduction
Introduction: Computers that see
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Welcome to Machine Learning for All
Machine learning-Lesson 1.1 Artificial intelligence
Artificial intelligence
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Machine learning-Lesson 1.2 Machine learning
Machine learning
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Machine learning algorithms
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Machine learning exercise
Interview with Machine Learning Experts
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Machine learning-Lesson 1.3 Summary
Summary
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Data Features-Lesson 2.1 Data Representation
The bit
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Bytes and numbers
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Other types of data
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Data Features-Lesson 2.2 Data features
Introduction to Data Features
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Data features
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Neural networks
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Interview: Data Features
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Machine Learning in Practice-Lesson 3.1 Testing
Introduction to Machine Learning in practice
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Testing
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Trying different datasets
Evaluating the four datasets
Problems with machine learning
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Machine Learning in Practice-Lesson 3.2 Societal Impact of Machine Learning
Applications of machine learning
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Dangers of machine learning
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Interview: Benefits and Dangers of Machine Learning
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Further Reading
Your Machine Learning Project-Lesson 4.0 Introduction
Introduction: Collecting your own dataset
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Your Machine Learning Project-Lesson 4.1 Your machine learning project
Collecting a dataset
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Interview: Advice for your first Machine Learning Project
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Collecting a dataset
Your Machine Learning Project-Lesson 4.2 Summary
Summary
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What's next?