机器学习- 吴恩达Andrew Ng Coursera学习总结合集，编程作业技巧合集

Posted 2021-07-28 架构师易筋

Coursera课程地址

因为Coursera的课程还有考试和论坛，后续的笔记是基于Coursera
https://www.coursera.org/learn/machine-learning/home/welcome

课程总结

• 机器学习 Machine Learning- 吴恩达Andrew Ng 第1~5课总结
• 机器学习 Machine Learning- 吴恩达Andrew Ng 第6~10课总结
• 机器学习 Machine Learning- 吴恩达Andrew Ng 第11~15课总结
• 翻译： Octave 入门教程
• 机器学习 Machine Learning- 吴恩达Andrew Ng 第16~20课总结
• 机器学习 Machine Learning- 吴恩达Andrew Ng 第21~25课总结
• 机器学习 Machine Learning- 吴恩达Andrew Ng Week2-Octave
• 机器学习- 吴恩达Andrew Ng - week3-1 Classification
• 机器学习- 吴恩达Andrew Ng - week3-2 Logistic Regression Model
• 机器学习- 吴恩达Andrew Ng - week3-3 Multiclass Classification
• 机器学习- 吴恩达Andrew Ng - week3-4 solve overfitting
• 机器学习- 吴恩达Andrew Ng Week4 神经网络Neural Networks知识总结
• 机器学习- 吴恩达Andrew Ng Week5 神经网络学习Neural Networks Learning知识总结
• 机器学习- 吴恩达Andrew Ng Week6 Regularized Linear Regression and Bias/Variance知识总结
• 机器学习- 吴恩达Andrew Ng Week6 知识总结 Machine Learning System Design
• 机器学习- 吴恩达Andrew Ng Week7 知识总结Support Vector Machines
• 机器学习- 吴恩达Andrew Ng Week8 知识总结 Clustering
• 机器学习- 吴恩达Andrew Ng Week8 知识总结 Dimensionality Reduction
• 机器学习- 吴恩达Andrew Ng Week9 知识总结 Anomaly Detection
• 机器学习- 吴恩达Andrew Ng Week9 知识总结 Recommender Systems
• 机器学习- 吴恩达Andrew Ng Week10 知识总结 Large scale machine learning
• 机器学习- 吴恩达Andrew Ng Week11 知识总结 Photo OCR

编程技巧

• 机器学习- 吴恩达Andrew Ng 编程作业技巧
• 机器学习- 吴恩达Andrew Ng 编程作业技巧 for Week3
• 机器学习- 吴恩达Andrew Ng 编程作业技巧 for Week4 Neural Networks
• 机器学习- 吴恩达Andrew Ng 编程作业技巧 for Week5 Neural Networks Learning
• 机器学习- 吴恩达Andrew Ng 编程作业技巧 for Week6 Advice for Applying Machine Learning
• 机器学习- 吴恩达Andrew Ng 编程作业技巧 for Week7 Support Vector Machines
• 机器学习- 吴恩达Andrew Ng 编程作业技巧 for Week8 K-Means Clustering and PCA
• 机器学习- 吴恩达Andrew Ng 编程作业技巧 for Week9 Anomaly Detection