Free Online Predictive Models Courses & MOOCs

Coursera

University of Colorado Boulder

Predictive Modeling and Analytics (Coursera)

Statistics & Data Analysis Data Science

Dive into the world of predictive modeling and analytics with our specialized online course. Gain a solid foundation in essential techniques used for making precise forecasts from your data. This course is perfect for those looking to enhance their skills in exploratory data analysis, preparing datasets for predictive models, and applying statistical or machine learning methodologies.

Jun 22nd 2026

4 Weeks

Data Analysis Analytics Data Cleaning

Coursera

University of Michigan

Applied Machine Learning in Python (Coursera)

Statistics & Data Analysis Data Science

Dive into the world of Applied Machine Learning with this hands-on Python course. Learn how to implement machine learning algorithms effectively, understand their practical applications, and harness the power of scikit-learn toolkit for real-world problem-solving.

Jun 22nd 2026

4 Weeks

Python ML Machine Learning

Coursera

Universidad de los Andes

Modelos predictivos con aprendizaje automático (Coursera)

Data Science

Este curso te introduce al mundo del aprendizaje automático, enseñándote a crear modelos predictivos que anticipan eventos futuros. Con casos de estudio prácticos, adquirirás habilidades para aplicar estas técnicas en la toma de decisiones empresariales y más.

Jun 22nd 2026

4 Weeks

Machine Learning Regression Classification

Coursera

Microsoft

Prepare for DP-100: Data Science on Microsoft Azure Exam (Coursera)

CS: Software Engineering Computer Science

Elevate your career in cloud computing by preparing for the DP-100: Data Science on Microsoft Azure Exam. This course is designed to equip you with the knowledge and skills needed to successfully pass the certification exam and demonstrate expertise in planning and deploying data science workloads on Azure. Whether you're a data scientist, analyst, or someone looking to specialize in cloud-based data solutions, this course will guide you through essential topics such as setting up an optimal working environment, running data experiments, training predictive models, and managing machine learning models in production.

Jun 22nd 2026

5-12 Weeks

Machine Learning Data Science Microsoft Azure

Coursera

University of Colorado Boulder

Software Architecture Patterns for Big Data (Coursera)

CS: Software Engineering

Dive into the world of Software Architecture Patterns with our comprehensive online course designed specifically for those working with Big Data. Learn how to transform big data prototypes into robust, tested, and scalable production systems. This course will equip you with the knowledge needed to measure performance characteristics, identify bottlenecks, and implement solutions that ensure your applications perform optimally under load.

Jun 22nd 2026

4 Weeks

Big Data Predictive Models Software Architecture

Coursera

University of California, Davis

Predictive Models for Toxic Chemical Releases (Coursera)

Sci: Chemistry

Dive into the world of predictive models with our specialized course on Toxic Chemical Releases. Gain a deep understanding of process safety, risk assessment, and chemical engineering principles that will enable you to model and mitigate potential hazards in industrial settings. This course is ideal for professionals looking to enhance their expertise in ensuring safe and compliant operations.

Jun 22nd 2026

4 Weeks

Chemistry Hazardous Materials Disaster Mitigation

Coursera

Duke University

Mastering Data Analysis in Excel (Coursera)

Statistics & Data Analysis Data Science

Discover the art and science of data analysis with 'Mastering Data Analysis in Excel'. This course is tailored for those who want to harness the power of Microsoft Excel to perform statistical modeling and predictive analytics. By focusing on essential math concepts and practical applications within Excel, you'll gain the skills needed to create effective predictive models that can be applied across various industries.

Jun 15th 2026

5-12 Weeks

Business Excel Data Analysis

Coursera

LearnQuest

Artificial Intelligence Algorithms Models and Limitations (Coursera)

Statistics & Data Analysis Data Science

Dive into the fascinating realm of Artificial Intelligence with our expert-led course. Discover how algorithms evolve from basic to fully-autonomous, and gain insights into making them ethically responsible. This course is perfect for those interested in understanding AI's inner workings and its potential impact on society.

Jun 15th 2026

4 Weeks

Artificial Intelligence Algorithms Ethics

Coursera

Microsoft

Create Machine Learning Models in Microsoft Azure (Coursera)

CS: Software Engineering

Embark on a comprehensive journey into machine learning with this Coursera course. Learn the fundamental concepts of ML and gain hands-on experience in creating, evaluating, and deploying models using Microsoft Azure's robust platform. Ideal for aspiring data scientists and AI enthusiasts looking to leverage their skills in real-world applications.

Jun 15th 2026

3 Weeks

Machine Learning Clustering Classification