Free Online Supervised Learning Courses & MOOCs

Coursera

New York University

Guided Tour of Machine Learning in Finance (Coursera)

Data Science

Embark on a guided tour through the fascinating intersection of machine learning (ML) and finance. This course offers an introductory yet insightful look into applying ML methods in financial contexts, focusing on prediction models and practical applications such as forecasting bank closures. Ideal for beginners and professionals alike, this course sets the stage for advanced studies in Machine Learning and Reinforcement Learning in Finance.

Jun 29th 2026

4 Weeks

ML Artificial Intelligence Machine Learning

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

IBM

Supervised Learning: Regression (Coursera)

Data Science

Dive into the world of Supervised Learning with our Regression course on Coursera. Master the art of predicting continuous outcomes by training effective models and using precise error metrics. Gain insights into best practices like splitting datasets for testing and applying regularization to enhance model performance.

Jun 29th 2026

3 Weeks

Machine Learning Regression Linear Regression

Coursera

Microsoft

Microsoft Azure Machine Learning for Data Scientists (Coursera)

Data Science

Dive into the world of advanced analytics with 'Microsoft Azure Machine Learning for Data Scientists' – a Coursera course tailored for data science professionals eager to simplify their model-building journey. This course equips you with the skills needed to harness automated machine learning on Microsoft Azure, enabling efficient creation and publication of predictive models without heavy coding.

Jun 29th 2026

4 Weeks

Machine Learning Microsoft Azure Regression Analysis

Coursera

University of Colorado Boulder

Supervised Text Classification for Marketing Analytics (Coursera)

Statistics & Data Analysis

Dive into the world of supervised machine learning with our 'Supervised Text Classification for Marketing Analytics' course. Learn how to effectively categorize and label vast amounts of marketing data using deep learning techniques. Gain hands-on experience through Python tutorials and apply what you've learned in a major project.

Jun 29th 2026

4 Weeks

Neural Networks Data Analysis Marketing Analytics

Coursera

Politecnico di Milano

Machine Learning: an overview (Coursera)

CS: Information & Technology Data Science

Embark on a journey to understand the basics of Machine Learning with 'Machine Learning: An Overview' - an introductory course designed for beginners. This course will guide you through the taxonomy of machine learning problems, explore key algorithms, and illustrate their applications and constraints using real-world examples and case studies.

Jun 29th 2026

3 Weeks

Machine Learning Supervised Learning Unsupervised Learning

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.

Jun 29th 2026

4 Weeks

Algorithms Machine Learning Neural Networks

Coursera

Stanford University,DeepLearning.AI

Supervised Machine Learning: Regression and Classification (Coursera)

Data Science

Dive into the world of Supervised Machine Learning with our introductory course designed to equip you with essential skills in model building and training. This course will guide you through constructing and refining regression and classification models using Python's powerful libraries such as NumPy and scikit-learn, enabling you to tackle prediction and binary classification tasks effectively.

Jun 29th 2026

3 Weeks

Python Machine Learning Regression

Coursera

IBM

Machine Learning Capstone (Coursera)

CS: Software Engineering

Embark on a journey into advanced machine learning techniques with our Machine Learning Capstone course. This hands-on program will guide you through building sophisticated recommendation systems using cutting-edge Python tools such as Pandas, scikit-learn, Tensorflow/Keras. Whether you're looking to enhance your data analysis skills or aiming for a career in AI, this course offers practical experience and real-world application.

Jun 29th 2026

5-12 Weeks

Python Machine Learning Supervised Learning