Free Online Decision Tree Courses & MOOCs

Coursera

Stanford University,DeepLearning.AI

Advanced Learning Algorithms (Coursera)

Data Science

Expand your knowledge in machine learning by diving into 'Advanced Learning Algorithms'. This course will guide you through building and training complex neural networks using TensorFlow for effective multi-class classification tasks. You'll also learn best practices for developing machine learning models that generalize well to real-world data and scenarios, as well as explore decision trees and ensemble methods like random forests and boosted trees.

Oct 19th 2026

4 Weeks

Algorithms Machine Learning Neural Networks

Coursera

Google

The Nuts and Bolts of Machine Learning (Coursera)

Data Science

Dive into 'The Nuts and Bolts of Machine Learning' – a crucial part of Google's Advanced Data Analytics Certificate. This course will equip you with the skills needed to analyze large datasets, solve intricate issues, and make precise forecasts using advanced algorithms and statistical analysis.

Oct 19th 2026

5-12 Weeks

Python Machine Learning Clustering

AI skills for Engineers: Supervised Machine Learning (edX)

EdX

Delft University of Technology,DelftX

AI skills for Engineers: Supervised Machine Learning (edX)

Robotics & Computer Vision

Discover the essential principles of machine learning tailored specifically for engineering professionals. This course will guide you through the application of various classification and regression techniques using Python's powerful scikit-learn library. You'll learn how to leverage these models for making predictions in a variety of engineering contexts, from predicting object properties to optimizing complex systems.

Self Paced

Self-Paced

ML Artificial Intelligence Machine Learning

Coursera

University of Colorado Boulder

Trees, SVM and Unsupervised Learning (Coursera)

Statistics & Data Analysis Data Science

Dive into 'Trees, SVM and Unsupervised Learning' - an advanced course designed to equip you with the skills needed to construct sophisticated predictive models using support vector machines (SVM), decision trees, neural networks, and XG boost. This course is perfect for data scientists and machine learning enthusiasts looking to expand their expertise in classification techniques.

Oct 19th 2026

4 Weeks

Statistics Regression Neural Networks

Coursera

University of Illinois at Urbana-Champaign

Data Analytics Foundations for Accountancy II (Coursera)

Statistics & Data Analysis Data Science

Embark on a journey to transform how you approach accounting with 'Data Analytics Foundations for Accountancy II'. This course is designed for aspiring and professional accountants who want to harness the power of data analytics to drive better decision-making in their financial practices. Learn from industry experts, apply real-world scenarios, and gain the skills needed to stand out in today's data-driven business environment.

Sep 21st 2026

5-12 Weeks

Algorithms Machine Learning Clustering

Coursera

SAS

Machine Learning Using SAS Viya (Coursera)

Data Science

Discover the fundamentals of supervised machine learning models using SAS Viya in this engaging online course. Gain a strong grasp on theory, practical application, and the entire analytical life cycle—from problem understanding to model deployment. Perfect for data scientists, analysts, and professionals looking to enhance their skills in predictive analytics and solve complex business problems.

Jul 6th 2026

5-12 Weeks

Algorithms Machine Learning Neural Networks

Coursera

IBM

Supervised Learning: Classification (Coursera)

Data Science

Dive into the world of Supervised Machine Learning with our 'Supervised Learning: Classification' course. This hands-on program will teach you how to create powerful predictive models capable of categorizing data accurately. You'll learn about train and test splits, error metrics, and strategies for dealing with unbalanced classes.

Jun 29th 2026

4 Weeks

Machine Learning Classification Logistic Regression

Coursera

SAS

Machine Learning Under the Hood: The Technical Tips, Tricks, and Pitfalls (Coursera)

Data Science

Dive deep into the world of Machine Learning with 'Machine Learning Under the Hood'. This course unravels the complexities of ML, offering insights into its foundational principles, data analysis techniques, reliability of insights, and performance evaluation of predictive models. Perfect for business professionals aiming to harness the power of machine learning.

Mar 23rd 2026

4 Weeks

Artificial Intelligence Machine Learning Neural Networks

Coursera

University of Illinois at Urbana-Champaign

Predictive Analytics and Data Mining (Coursera)

Management & Leadership Business

Dive into the world of Predictive Analytics and Data Mining with our expert-led course. Gain a deep understanding of how to leverage big data to make informed business decisions, improve forecasting accuracy, and stay ahead in today's competitive market. Perfect for professionals looking to enhance their analytical skills and drive strategic growth.

Sep 11th 2023

4 Weeks

Data Mining Decision Making Predictive Analytics