# Prerequisites

# Fundamentals

# Intermediate Topics

Bootstrapping

Experimental Design

Intermediate Statistics

Sampling

Elementary Machine Learning

Bayesian Analysis

Generalized Linear Models

Linear Regression

Logistic Regression

Multivariate Analysis

Principal Component Analysis

Stochastic Processes

Time Series Analysis

Basic Natural Language Processing

Deep Learning

Computer Graphics

Databases

Data Graphics

Web Design

Compiled Languages

Unix Shell

Real Analysis