Supervised Learning

Logistic Regression Multiple Linear Regression Support Vector Machine (SVM) Random Forest Feedforward Neural Network View all 7

Unsupervised Learning

k-means Clustering k-means Clustering with Standardization Principal Component Analysis (PCA) Logistic Regression with PCA

Data Munging

Dummy Variables Missing Data Standardization

NLP with spaCy

Tokenization with spaCy Parts-of-speech and lemmas with spaCy Sentence boundaries with spaCy Character and token categories in spaCy Dependency trees with spaCy View all 7