Free Online Predictive Models Courses & MOOCs

Coursera

Google

Regression Analysis: Simplify Complex Data Relationships (Coursera)

Statistics & Data Analysis Data Science

Discover how to simplify complex data relationships with our comprehensive Regression Analysis course. Designed for aspiring data professionals, this course will guide you through the essential methods of data modeling, including linear regression, analysis of variance (ANOVA), and logistic regression. By mastering these techniques, you'll be equipped to approach business problems with a structured analytical framework.

Jun 15th 2026

5-12 Weeks

Data Modeling Linear Regression ANOVA

Coursera

SAS

The Power of Machine Learning: Boost Business, Accumulate Clicks, Fight Fraud, and Deny Deadbeats (Coursera)

Data Science

Discover how machine learning is revolutionizing businesses across various industries. From combating fraud to boosting sales and optimizing operations, this course provides a comprehensive guide on leveraging ML for competitive advantage. Whether you're in tech or business, learn the skills needed to successfully integrate machine learning into your organization's strategy.

Mar 16th 2026

4 Weeks

Artificial Intelligence Machine Learning Data Science

FutureLearn

Data Visualisation: Data Dashboards and Storytelling with Tableau (FutureLearn)

CS: Information & Technology Computer Science

Discover how to transform raw data into engaging stories that resonate with diverse audiences. This FutureLearn course will equip you with the skills to design impactful data dashboards using Tableau, apply predictive analytics, and handle the ethical implications of your work. Perfect for professionals looking to enhance their data communication abilities.

May 23rd 2022

4 Weeks

Storytelling Data Visualization Predictive Analytics

Coursera

Coursera Project Network

Basic Data Analysis and Model Building using Python (Coursera)

Statistics & Data Analysis Data Science

Embark on an exciting journey into the world of data analysis and modeling with this beginner-friendly course. Whether you're new to Python or looking to enhance your data science skills, this project-based learning experience will equip you with the knowledge and tools needed to manipulate, visualize, and analyze data effectively. From ingesting raw data to building predictive models, this course covers all the essential steps in the data analysis pipeline.

Mar 21st 2022

Self-Paced

Python Data Analysis Scaling

Successfully Evaluating Predictive Modelling (edX)

EdX

University of Edinburgh,EdinburghX

Successfully Evaluating Predictive Modelling (edX)

Statistics & Data Analysis Business

Dive deep into the world of predictive modelling with this expert-led course. You'll learn essential techniques for evaluating and sampling predictive models, all while mastering the use of Python as a powerful tool in assessing model adequacy. Whether you're new to the field or looking to refine your skills, this course will provide you with a solid foundation in understanding performance evaluation metrics.

Oct 26th 2021

5-12 Weeks

Python Evaluation Metrics

FutureLearn

Queensland University of Technology

Predictive Analytics: Gaining Insights from Big Data (FutureLearn)

Statistics & Data Analysis Data Science

Discover how to transform raw data into actionable insights with our free online course on Predictive Analytics: Gaining Insights from Big Data. Master the use of predictive analytics tools and HPE Vertica Analytics to unlock the potential within your big data sets.

No sessions available

4 Weeks

Big Data Data Analysis Predictive Analytics

Dataquest

Machine Learning Intermediate with Python (Dataquest)

Data Science

Elevate your career as a data analyst or data scientist by mastering intermediate-level machine learning techniques with Python. This course will guide you through the intricacies of advanced machine learning methods, enabling you to build sophisticated predictive models, evaluate their effectiveness, and refine them for improved accuracy. Whether you're looking to advance in your current role or pivot into data science, this course is designed to equip you with the skills needed to tackle complex data challenges.

Self Paced

Self-Paced

Calculus Python Machine Learning