30 Free Online Data Science Courses (Undergrad Level)

Time is the only investment. Here are an exhaustive list of courses

Introduction to Data Science

What is Data Science

Introduction to Computer Science

Students who already know basic programming in any language can skip this first course

Python for Everybody

Introduction to Computer Science and Programming Using Python

Introduction to Computational Thinking and Data Science

Data Structures and Algorithms

The Algorithms courses are taught in Java. If students need to learn Java, they should take this course first

Java Programming

Algorithms, Part I

Algorithms, Part II

Databases

Database Management Essentials

Data Warehouse Concepts, Design, and Data Integration

Relational Database Support for Data Warehouses

Business Intelligence Concepts, Tools, and Applications

Design and Build a Data Warehouse for Business Intelligence Implementation

MongoDB for Developers Learning Path

Single Variable Calculus

Calculus 1A: Differentiation

Calculus 1B: Integration

Calculus 1C: Coordinate Systems & Infinite Series

Linear Algebra

Essence of Linear Algebra

Linear Algebra

Multivariable Calculus

Multivariable Calculus

Statistics & Probability

Introduction to Probability

Intro to Descriptive Statistics

Intro to Inferential Statistics

Data Science Tools & Methods

Tools for Data Science

Data Science Methodology

Data Science: Wrangling

Machine Learning/Data Mining

Machine Learning

Intro to Machine Learning

Mining Massive Datasets

Process Mining