Machine Learning - Andrew Ng
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2022-07-09 00:51:13
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Outline
Week 1
Welcome
Introduction
Review
Model and Cost Function
Parameter Learning
Review
Linear Algebra Review
Review
补充资料
梯度定义
梯度下降原理
Week 1 白板推导
Week 2
Environment Setup Instructions
Multivariate Linear Regression
Computing Parameters Analytically
Review
Octave/Matlab Tutorial
Review
Programming Homework Answer
Week 3
Classification and Representation
Logistic Regression Model
Multiclass Classification
Review
Solving the Problem of Overfitting
Review
Programming Homework Answer
Week 4
Motivations
Neural Networks
Applications
Review
Programming Homework Answer
Week 5
Cost Function and Backpropagation
Backpropagation in Practice
Application of Neural Networks
Review
Programming Homework Answer
Week 6
Evaluating a Learning Algorithm
Bias vs. Variance
Review
Programming Homework Answer
Building a Spam Classifier
Handling Skewed Data
Using Large Data Sets
Review
Week 7
Large Margin Classification
Kernels
SVMs in Practice
Review
Programming Homework Answer
补充资料
svm_notes-MIT
零基础学SVM—Support Vector Machine
Week 8
Clustering
Review
Dimensionality Reduction
Principal Component Analysis
Applying PCA
Review
Programming Homework Answer
Week 9
Density Estimation
Building an Anomaly Detection System
Multivariate Gaussian Distribution(Optional)
Review
Predicting movie Ratings
Collaborative Filtering
Low Rank Matrix Factorization
Review
Programming Homework Answer
Week 10
Gradient Descent with Large Datasets
Advanced Topics
Review
Week 11
Photo OCR
Review
Conclusion
Octave使用手册
官方文档
LaTex使用手册
LaTex符号大全
一份(不太)简短的 LATEX 介绍
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