基于Gavin Hackeling Mastering Machine Learning With scikit-learn中文讲义


Mastering Machine Learning with scikit-learn
Apply effective learning algorithms to real-world problems using scikit-learn
Gavin Hackeling


0-perface.pdf
1-the-fundamentals-of-machine-learning.pdf
2-linear-regression.pdf
3-feature-extraction-and-preprocessing.pdf
4-from-linear-regression-to-logistic-regression.pdf
5-nonlinear-classification-and-regression-with-decision-trees.pdf
6-clustering-with-k-means.pdf
7-dimensionality-reduction-with-pca.pdf
8-the-perceptron.pdf
9-from-the-perceptron-to-support-vector-machines.pdf
10-from-the-perceptron-to-artificial-neural-networks.pdf