Machine Learning Practical Tutorials (13 articles)
These URLs are great for people who want to learn machine learning but struggle with no projects (especially lack of data). I accidentally saw it and made a record for myself.
Machine Learning Practical Tutorial (1): K-Nearest Neighbor Algorithm (Epic Dry Goods Long Article) https://cuijiahua.com/blog/2017/11/ml_1_knn.html
Machine Learning Practical Tutorial (2): Decision Tree Basics Let's start with blind date https://cuijiahua.com/blog/2017/11/ml_2_decision_tree_1.html
Machine Learning Practical Tutorial (3): Decision Tree Practical Chapter: Match yourself with a contact lens https://cuijiahua.com/blog/2017/11/ml_3_decision_tree_2.html
Machine Learning Practical Tutorial (4): Naive Bayesian Basics Speech Filter https://cuijiahua.com/blog/2017/11/ml_4_bayes_1.html
Machine Learning Practical Tutorial (5): Sina News Classification of Naive Bayes Practical Chapter https://cuijiahua.com/blog/2017/11/ml_5_bayes_2.html
Machine Learning Practical Tutorial (6): Gradient Rising Algorithm for Logistic Regression Basics https://cuijiahua.com/blog/2017/11/ml_6_logistic_1.html
Machine Learning Practical Tutorial (7): Logistic Regression Practical Chapter Predicting Mortality of Sick Horses https://cuijiahua.com/blog/2017/11/ml_7_logistic_2.html
Machine Learning Practical Tutorial (8): Hand-tearing Linear SVM of Support Vector Machine Principle https://cuijiahua.com/blog/2017/11/ml_8_svm_1.html
Machine Learning Practical Tutorial (9): Support Vector Machine Practical Chapter and then tearing nonlinear SVM https://cuijiahua.com/blog/2017/11/ml_9_svm_2.html
Machine Learning Practical Tutorial (10): Improve Classifier Performance Tool - AdaBoost https://cuijiahua.com/blog/2017/11/ml_10_adaboost.html
Machine Learning Practical Tutorial (11): Linear Regression Basics Predicting Abalone Age https://cuijiahua.com/blog/2017/11/ml_11_regression_1.html
Machine Learning Practical Tutorial (12): Linear Regression Improvement Lego Toy Kit Second-hand Price Prediction https://cuijiahua.com/blog/2017/12/ml_12_regression_2.html
Machine Learning Practical Tutorial (13): Tree Regression Basics CART Algorithm and Tree Pruning https://cuijiahua.com/blog/2017/12/ml_13_regtree_1.html