亚洲国产婷婷六月丁香,亚洲av永久中文无码精品 ,亚洲av成人精品一区二区三区,亚洲av无码乱码在线观看富二代,亚洲av乱码一区二区三区香蕉

    Data Mining & Machine Learning with R培訓(xùn)

Introduction to Data mining and Machine Learning
Statistical learning vs. Machine learning
Iteration and evaluation
Bias-Variance trade-off
Regression
Linear regression
Generalizations and Nonlinearity
Exercises
Classification
Bayesian refresher
Naive Bayes
Dicriminant analysis
Logistic regression
K-Nearest neighbors
Support Vector Machines
Neural networks
Decision trees
Exercises
Cross-validation and Resampling
Cross-validation approaches
Bootstrap
Exercises
Unsupervised Learning
K-means clustering
Examples
Challenges of unsupervised learning and beyond K-means
Advanced topics
Ensemble models
Mixed models
Boosting
Examples
Multidimensional reduction
Factor Analysis
Principal Component Analysis
Examples