Free Online Courses

Data Analysis & Statistics

Learn data analysis & statistics through free online courses from leading universities around the world, including Harvard, Berkeley and Massachusetts Institute of Technology. Search for your favorite university or select your preferred course duration or weekly effort. Most of these data analysis & statistics courses are self-paced.

Course name
Duration
Effort

Causal Inference

Columbia University
Suggested: 6 weeks of study, 3-5 hours per
Approx. 16 hours to complete

Excel/VBA for Creative Problem Solving, Part 1

University of Colorado Boulder
English
6 weeks of study, 1-2
Approx. 10 hours to complete
4 weeks of study, 4-6
Approx. 18 hours to complete
N/A
Approx. 13 hours to complete

Julia Scientific Programming

University of Cape Town
4 weeks of study, 3-4 hours per
Approx. 23 hours to complete

Feature Engineering

Google Cloud
2 weeks of study, 5-7 hours per
Approx. 11 hours to complete
The course is comprised of 6 weeks of study, with 5-10 hours/week depending
Approx. 20 hours to complete
4 weeks, 3-5 hours per week
Approx. 14 hours to complete
8 weeks of study, 2-4
Approx. 21 hours to complete

Big Data Tools

Arizona State University
2- 5 hours per week
Approx. 13 hours to complete

Practical Reinforcement Learning

National Research University Higher School of Economics
6 weeks of study, 3-6 hours/week for base track, 6-9 with all the
Approx. 39 hours to complete

Inferential Statistics

University of Amsterdam
7 weeks of study, 1-3
Approx. 42 hours to complete
3 hours/week
Approx. 12 hours to complete
4 weeks, 4 hours per week
Approx. 17 hours to complete
N/A
Approx. 14 hours to complete
6 weeks of study, 5-8
Approx. 24 hours to complete

Regression Modeling in Practice

Wesleyan University
4 weeks, 4 - 5 hours per week
Approx. 15 hours to complete
N/A
Approx. 8 hours to complete

Advanced Clinical Data Science

University of Colorado System
N/A

Improving your statistical inferences

Eindhoven University of Technology
7 weeks of study, 3 hours a
Approx. 22 hours to complete

Core Database Concepts

Arizona State University
Approximately 2-5 hours per
Approx. 13 hours to complete
5 hours/week
Approx. 12 hours to complete

Information Visualization: Applied Perception

New York University Tandon School of Engineering
6 hours/week
Approx. 15 hours to complete

Big Data Integration and Processing

University of California San Diego
8 hours/week
Approx. 19 hours to complete

Business Analytics and Digital Media

Indian School of Business
9 hours/week
Approx. 9 hours to complete

Data Analytics Foundations for Accountancy II

University of Illinois at Urbana-Champaign
6 hours/week
Approx. 40 hours to complete

Business Analytics for Decision Making

University of Colorado Boulder
4 weeks of study, 3-4 hours per
Approx. 12 hours to complete
6 weeks of study, 1-2
Approx. 11 hours to complete
5 weeks of study, 3-4
Approx. 18 hours to complete

SQL for Data Science

University of California, Davis
4 weeks of study, 3-5
Approx. 20 hours to complete

NoSQL systems

Universidad Nacional Autónoma de México
6 hours/week
Approx. 21 hours to complete

Data Visualization with Tableau Project

University of California, Davis
6 weeks of study, 3-8 hours/week,
Approx. 11 hours to complete
N/A
Approx. 18 hours to complete

Data Mining Project

University of Illinois at Urbana-Champaign
N/A
Approx. 17 hours to complete
1-4 hours/week
Approx. 8 hours to complete
4 weeks of study, 6-8
Approx. 13 hours to complete

Introduction to Accounting Data Analytics and Visualization

University of Illinois at Urbana-Champaign
Eight weeks of study, three to five
Approx. 33 hours to complete
4 hours/week
Approx. 11 hours to complete
14 hours/week
Approx. 11 hours to complete
1 week of study, 8-12
Approx. 12 hours to complete
6 hours/week
Approx. 18 hours to complete
4-9 hours/week
Approx. 9 hours to complete
6 weeks of study, 2-4
Approx. 9 hours to complete
5 weeks of study, 5-7
Approx. 22 hours to complete

Functional Programming in Scala Capstone

École Polytechnique Fédérale de Lausanne
6 weeks, 4-5 hours/week
Approx. 15 hours to complete
4 weeks of study, 1-3
Approx. 12 hours to complete

Inferential Statistics

Duke University
5 weeks of study, 5-7
Approx. 25 hours to complete
3 weeks of study, 4-5
Approx. 9 hours to complete

Natural Language Processing

National Research University Higher School of Economics
5 weeks of study, 4-5 hours per
Approx. 33 hours to complete

Deploying Machine Learning Models

University of California San Diego
6 hours/week
Approx. 14 hours to complete
12 hours/week
Approx. 11 hours to complete
6 hours/week
Approx. 11 hours to complete

Creating Dashboards and Storytelling with Tableau

University of California, Davis
4 weeks of study, 5-7
Approx. 19 hours to complete
N/A
Approx. 30 hours to complete

Business Analytics Capstone

University of Pennsylvania
4 weeks of study, 4-5
Approx. 13 hours to complete
1 week of study, 4-6 hours
Approx. 4 hours to complete
4 weeks of study, 4-5
Approx. 9 hours to complete
4 hours/week
Approx. 8 hours to complete

Math behind Moneyball

University of Houston System
N/A
Approx. 17 hours to complete

Reinforcement Learning in Finance

New York University Tandon School of Engineering
6 hours/week
Approx. 21 hours to complete
1 week of study, 6-8
Approx. 8 hours to complete
You will have to invest about 3-4 hours per module to acquire the taught knowledge.
Approx. 14 hours to complete
4 weeks, 2 hours per week
Approx. 9 hours to complete
N/A
Approx. 13 hours to complete
3 weeks of study, 1-2
Approx. 8 hours to complete

Text Retrieval and Search Engines

University of Illinois at Urbana-Champaign
N/A
Approx. 19 hours to complete

Machine Learning: Clustering & Retrieval

University of Washington
6 weeks of study, 5-8
Approx. 48 hours to complete

Applied Machine Learning in Python

University of Michigan
8 hours/week
Approx. 24 hours to complete

Basic Statistics

University of Amsterdam
8 weeks of study, week 1: 3-6 hours; week
Approx. 36 hours to complete

Maps and the Geospatial Revolution

The Pennsylvania State University
6-8 hours / week
Approx. 15 hours to complete

Pattern Discovery in Data Mining

University of Illinois at Urbana-Champaign
N/A
Approx. 16 hours to complete

Machine Learning With Big Data

University of California San Diego
5 Weeks, 3 - 5 hours per week
Approx. 16 hours to complete
2 hours/week
Approx. 9 hours to complete
5 hours/week
Approx. 31 hours to complete

Basic Data Processing and Visualization

University of California San Diego
4 hours/week
Approx. 14 hours to complete
8 hours/week
Approx. 14 hours to complete

Fundamentals of Machine Learning in Finance

New York University Tandon School of Engineering
9 hours/week
Approx. 16 hours to complete

Process Mining: Data science in Action

Eindhoven University of Technology
6 weeks of study, 3 to 5 hours/week of material
Approx. 30 hours to complete
6 weeks of study, 6-8
Approx. 72 hours to complete
4-9 hours/week
Approx. 10 hours to complete
6 weeks, 8-10 hours per week
Approx. 29 hours to complete

Bayesian Methods for Machine Learning

National Research University Higher School of Economics
6 weeks of study, 6 hours/week
Approx. 39 hours to complete
4 hours/week
Approx. 13 hours to complete

Geospatial Analysis Project

University of California, Davis
4-8 weeks of study in 4 milestones - each milestone should take
Approx. 13 hours to complete
7 hours of videos and quizzes
Approx. 10 hours to complete
11 hours/week
Approx. 16 hours to complete
23 hours/week
Approx. 10 hours to complete

Econometrics: Methods and Applications

Erasmus University Rotterdam
7 weeks of study, 4-8
Approx. 31 hours to complete
5 hours/week
Approx. 21 hours to complete
N/A
Approx. 18 hours to complete
4-6 hours/week
Approx. 18 hours to complete
4 weeks of study, 3-4 hours/week (Approximately
Approx. 14 hours to complete

Cluster Analysis in Data Mining

University of Illinois at Urbana-Champaign
N/A
Approx. 13 hours to complete

Social Media Data Analytics

Rutgers the State University of New Jersey
4 weeks of study, 3-6
Approx. 14 hours to complete

Data Analytics for Lean Six Sigma

University of Amsterdam
5 weeks of study, 2-4 hours per
Approx. 15 hours to complete

Sequence Models

deeplearning.ai
11 hours/week
Approx. 17 hours to complete

Combining and Analyzing Complex Data

University of Maryland, College Park
7 hours/week
Approx. 8 hours to complete

Practical Time Series Analysis

The State University of New York
9 hours/week
Approx. 25 hours to complete
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