Free Online Machine Learning Courses & MOOCs

Text Analytics 1: Introduction to Natural Language Processing (edX)

EdX

University of Canterbury,UCx

Text Analytics 1: Introduction to Natural Language Processing (edX)

Computer Science

Dive into the world of Text Analytics and Natural Language Processing (NLP) with our introductory course designed for data scientists and professionals interested in leveraging text data. This course, part one of a professional certificate program, will guide you through essential techniques while providing insights into the cognitive science that drives NLP. Learn how to analyze and process textual data using Python.

Self Paced

Self-Paced

Python Machine Learning Text Data

Udacity

Udacity,AWS

AWS DeepRacer (Udacity)

Data Science

Embark on an exciting journey into the world of machine learning with Udacity's AWS DeepRacer course. This engaging program teaches you how to harness reinforcement learning for autonomous driving through a hands-on approach using AWS technology. Dive deep into creating, refining, and deploying your own racing models in both virtual and real-world scenarios.

Self Paced

Self-Paced

Machine Learning Reinforcement Learning AWS DeepRacer

Udacity

Data Science Interview Prep (Udacity)

Personal and Professional Development Data Science

Prepare confidently for your Data Science job interview with this expert-led course from Udacity. Learn how to tackle complex questions on designing experiments, modeling, and connecting data skills to strategic business decisions. Sharpen your Python and SQL problem-solving abilities and gain the confidence needed to excel in your technical interviews.

Self Paced

Self-Paced

Data Structures Machine Learning Interview

Udacity

Machine Learning Interview Preparation (Udacity)

Personal and Professional Development Data Science

Prepare for your machine learning career with our expert-led course designed specifically for interview success. Gain confidence in tackling algorithm questions, data structures, and more as you hone your technical skills and impress potential employers.

Self Paced

Self-Paced

Machine Learning Career Interview

Udacity

Model Building and Validation (Udacity)

Statistics & Data Analysis Data Science

Dive into the world of data analysis with Udacity's 'Model Building and Validation' course. This comprehensive program will guide you from raw data to actionable insights, teaching you advanced techniques for understanding and interpreting real-world datasets. Learn how to effectively collect relevant information, identify key variables, and apply statistical models to make accurate predictions.

Self Paced

Self-Paced

Machine Learning Modeling Data Analysis

Udacity

Udacity,Insight

Spark (Udacity)

Data Science

Dive into Udacity's 'Spark' course and master the art of working with big data and creating powerful machine learning models at scale using Apache Spark. This comprehensive program will guide you through processing massive datasets with PySpark, optimizing your code for clusters, and applying Spark’s Machine Learning Library to train sophisticated models.

Self Paced

Self-Paced

Python Debugging Machine Learning

Udacity

Core ML: Machine Learning for iOS (Udacity)

Data Science

Dive into Apple's Core ML framework and transform your iOS apps with powerful machine learning capabilities. This Udacity course provides a hands-on guide to incorporating machine learning fundamentals into your app development workflow, complete with practical examples from industry leaders.

Self Paced

Self-Paced

iOS Machine Learning Data Science

Udacity

Introduction to Machine Learning Course (Udacity)

Data Science

Embark on a journey into the world of Machine Learning with our Introduction to Machine Learning Course. This course is designed for beginners who want to dive deep into data analysis and predictive modeling. Taught by industry professionals, you'll learn how to investigate data through a machine learning lens and gain valuable skills that are in high demand across various industries.

Self Paced

Self-Paced

Statistics Machine Learning Clustering

Udacity

Georgia Institute of Technology,Udacity

Machine Learning (Udacity)

Data Science

Discover the power of Artificial Intelligence with our Machine Learning course. Designed for graduates and professionals, this course covers essential topics like Supervised Learning, Unsupervised Learning, and Reinforcement Learning. Enhance your skills in predictive analytics, pattern recognition, and more.

Self Paced

Self-Paced

Machine Learning Information Theory Game Theory