文件名称：Practical Machine Learning
文件大小：26.56MB
文件格式：RAR
更新时间：2022-05-26 09:24:53
凸优化 SVM 强化学习 协同滤波
MICHEAL I. JORDAN大师的授课教材，非常经典，可以将难懂的凸优化、SVM、HMM模型真正讲明白。
【文件预览】：
Practical Machine Learning
----Reinforcement learning.pptx(1.01MB)
----classification.ppt(6.12MB)
----Time series, sequential hypothesis testing, anomaly detection.ppt(2.73MB)
----Linear Dimenstionality Reduction.pdf(5.8MB)
----Convex Optimization.pdf(1.25MB)
----Cross-validation, bootstrap, ROC plots.pdf(485KB)
----Regression.pdf(1.95MB)
----Hidden Markov modeles graphical models.ppt(5.75MB)
----Feature Engineering and Selection.pdf(4.04MB)
----Collaborative filtering.pdf(3MB)
----Active learning, experimental design.ppt(955KB)
----Linear Dimensionality Reduction.pdf(2.5MB)
----Tutorial.pdf(141KB)
----Nonparametric Bayesian methods (Dirichlet processes)-61.pdf(3.25MB)