Numpy

Pandas

Data Visualization

Exploratory Data Analysis

Central Tendency & Dispersion

Probability & Hypothesis of Testing

Analysis of Variance

Principal Componant Analysis

Decision Tree

Random Forest

Artificial Naural Network

Clustering

Linear Regression

Logistic Regression

Linear Discriminant Analysis

Performance Messures

Naive-Basyes Algorithm

K Nearest Neighbours

Bagging & Boosting

Ensemble Methods

Tables & Charts

Design Principles

Deriving Insights

Dashboard & Storyboard