Free Online Classification Courses & MOOCs

Coursera

University of Colorado Boulder

Regression and Classification (Coursera)

Statistics & Data Analysis

Dive into 'Introduction to Statistical Learning' on Coursera for an in-depth exploration of essential concepts in statistical modeling. Learn when to use specific models, how to optimize them, and understand the trade-offs between different approaches. This course covers regression, classification, decision trees, resampling methods, and more, equipping you with advanced data analysis skills.

Jun 22nd 2026

5-12 Weeks

Regression Classification Data Analysis

Coursera

IBM

Machine Learning Introduction for Everyone (Coursera)

Data Science

Embark on a journey into the world of Machine Learning with our beginner-friendly course. Over three engaging modules, you'll explore the history, applications, and core concepts of machine learning, including supervised vs unsupervised learning, classification, regression, and model evaluation. Ideal for those new to data science looking to build a strong foundation.

Jun 22nd 2026

3 Weeks

ML Artificial Intelligence Machine Learning

Coursera

O.P. Jindal Global University

Supervised Learning and Its Applications in Marketing (Coursera)

Marketing & Communication Business

Dive into the world of data-driven marketing with our Supervised Learning for Marketers course. Master essential techniques like regression and classification, harnessing Python's power to transform your marketing approach. Perfect for professionals aiming to leverage machine learning for better decision-making and campaign optimization.

Jun 22nd 2026

4 Weeks

Marketing Machine Learning Regression

Coursera

University of Colorado Boulder

Data Analysis with Python Project (Coursera)

Statistics & Data Analysis Data Science

Embark on a practical journey into the world of data analysis with our 'Data Analysis with Python Project' course. This hands-on specialization will guide you through applying your skills to a real-life project, exploring various analytical methods and techniques using Python. From raw data to actionable insights, this course is designed for those who want to make informed decisions based on data.

Jun 22nd 2026

5-12 Weeks

Python Machine Learning Clustering

Coursera

University of Colorado Boulder

Classification Analysis (Coursera)

Statistics & Data Analysis Data Science

Dive into the 'Classification Analysis' course and unlock a deep understanding of how to classify data using various powerful algorithms. This comprehensive course on Coursera will guide you through key classifiers like K-Nearest Neighbors (KNN), Decision Trees, Support Vector Machines (SVM), Naive Bayes, and Logistic Regression. You'll gain practical experience by applying these techniques to actual datasets, enhancing your ability to perform data analysis effectively.

Jun 22nd 2026

5-12 Weeks

Classification Logistic Regression Support Vector Machines

Coursera

Illinois Tech

Statistical Learning (Coursera)

Statistics & Data Analysis Data Science

Dive into Statistical Learning with this expert-led course from Coursera. Learn essential techniques for interpreting and analyzing data, including regression, classification, kernel methods, and support vector machines. Enhance your analytical skills and make informed decisions based on data.

Jun 22nd 2026

5-12 Weeks

Classification Linear Regression Logistic Regression

Coursera

MathWorks

Data Science Companion (Coursera)

Statistics & Data Analysis Data Science

Embark on a journey into the world of Data Science with our beginner-friendly course. Gain a quick background in data science fundamentals and dive deep into regression, classification, and more. Master essential skills like data processing and visualization using user-friendly tools, and discover how to integrate various tools effectively for solving complex data science problems.

Jun 19th 2026

4 Weeks

MATLAB Machine Learning Regression

Coursera

DeepLearning.AI

Natural Language Processing with Classification and Vector Spaces (Coursera)

Data Science

Embark on a journey into the fascinating world of Natural Language Processing with this introductory course from Coursera's Natural Language Processing Specialization by deeplearning.ai. Gain expertise in performing sentiment analysis, understanding vector space models, reducing dimensionality with PCA, and creating basic translation algorithms using pre-computed word embeddings.

Jun 15th 2026

4 Weeks

Machine Learning Classification Logistic Regression

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 15th 2026

4 Weeks

Machine Learning Classification Logistic Regression