The Machine Learning Landscape(通过目录学习,自己使用)

What Is Machine Learning?
Why Use Machine Learning?
Types of Machine Learning Systems
++++++Supervised / Unsupervised Learning
++++++Batch and Online Learning
++++++Instance-Based Versus Model-based Learning
Main Challenges of Machine Learning
++++++Insufficient Quantity of Training Data
++++++Nonrepresentative Training Data
++++++Poor-Quality Data
++++++Irrevelant Features
++++++Overfitting the Training Data
++++++Underfitting the Training Data
Testing and Validating

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