IceRad1o / Machine-Learning

Machine Learning

Name	Category	About
KNN	Classification
Decision Tree	Classfication
ARIMA	时间序列模型
PCA	降维
KMeans	Clustering

Reference Book: Machine Learning In Action

• KNN
• Decision Tree
• Naive Bayes

Deep Learning

Mooc: Coursera-DeepLearning.ai

Mooc: Stanford-CS231n

Tools

• Numpy
• Pandas
• Matplotlib
• SciPy
• PySpark

Data Competition

Kaggle: Titanic

Kaggle: Bag of words meets bags of popcorn