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Machine Learning Study Notes
Learn machine learning from the ground up
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Essentials
Book note: Intro to Statistical Learning (ISL)
Book note: Intro to Statistical Learning (ISL)
Model selection: Prediction vs. Inference
Solomon Xie
Jan 8, 2019
Book note: Linear Algebra for Machine Learning (Jason Brownlee)
Book note: Linear Algebra for Machine Learning (Jason Brownlee)
“Linear algebra is a pillar of machine learning.” — Jason
Solomon Xie
Jan 8, 2019
Notes on Andrew Ng’s lecture: Types of learning (ML)
Notes on Andrew Ng’s lecture: Types of learning (ML)
Supervised learning
Solomon Xie
Jan 8, 2019
Deal with Missing Data
Most libraries (including scikit-learn) will give you an error if you try to build a model using data with missing values.
Solomon Xie
Jan 8, 2019
Book Notes
Book note: Math for Machine Learning chapter 2
Book note: Math for Machine Learning chapter 2
Types of Vectors:
Solomon Xie
Jan 8, 2019
Book note: ISL chapter 3 Linear Regression
Book note: ISL chapter 3 Linear Regression
SLR (Simple Linear Regression)
Solomon Xie
Jan 8, 2019
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