ITonlinelearning Academy

Python Basics

Python Collections

Control Flow

Advanced Collections

Advanced Python

Data Science Tools

Intro to Pandas for Data Analysis

Data Cleaning with Pandas

Data Wrangling with Pandas

Numeric programming with Numpy

Machine Learning basics

Introduction to Supervised Learning with scikit-learn

Classification in Depth with Scikit-Learn

Regression in Depth with Scikit-Learn

Beginning SQL: Basic Selection Statements

Intermediate SQL

Advanced SQL

NoSQL Databases

Introduction to Descriptive Statistics

Basic concepts of Probability

Visualizations with Matplotlib