Intro to Data Analysis and Machine Learning
Welcome to the Intro to Data Analysis and Machine Learning eBook
1: Exploratory data analysis
2: Clustering using k-means and GMM
Feature Engineering and Model Selection
4: Linear regression
5:Naive Bayes classification
6: Classification using decision trees
7: Multi-layer Perceptrons
8: Convolutional Neural Networks
9: LSTM: The basics
Index