Free Online ML Courses & MOOCs

Coursera

Whizlabs

ML Algorithms (Coursera)

Data Science

Dive deep into the world of Machine Learning Algorithms with this comprehensive online course from Coursera. As part of the AWS Certified Machine Learning Specialty specialization, this course breaks down complex concepts into understandable lessons and video lectures, ensuring you grasp each algorithm thoroughly. Whether you're a data scientist looking to refine your predictive modeling skills or a beginner eager to learn the fundamentals, ML Algorithms offers a structured path to mastering essential machine learning techniques.

Jun 8th 2026

2 Weeks

ML Algorithms Machine Learning

Coursera

Whizlabs

Machine Learning Implementation and Operations in AWS (Coursera)

Data Science

Dive into the world of implementing and operating machine learning solutions on Amazon Web Services (AWS) with this comprehensive course. Designed for those specializing in AWS Machine Learning, it focuses on creating scalable, resilient, and high-performance ML applications. Learn to design, implement, and manage your ML solutions effectively, ensuring they meet performance, availability, scalability, resiliency, and fault tolerance requirements.

Jun 8th 2026

2 Weeks

ML Machine Learning Data Management

Coursera

Whizlabs

Data Engineering in AWS (Coursera)

Data Science

Dive into the world of cloud-based data engineering with our 'Data Engineering in AWS' course. This foundational program is designed for those looking to build, manage, and optimize data pipelines on Amazon's powerful web services platform. With expert-led video lectures and practical exercises, you'll gain a deep understanding of data gathering techniques, handling missing data, and more.

Jun 8th 2026

2 Weeks

ML Machine Learning AWS

Coursera

Whizlabs

Modeling in AWS (Coursera)

Data Science

Dive into 'Modeling in AWS', the third course in Coursera’s specialization, where you'll learn how to train and analyze machine learning models using Amazon Web Services (AWS). This course breaks down complex modeling concepts into manageable lessons, equipping you with the skills needed for cloud-based machine learning.

Jun 8th 2026

2 Weeks

ML Machine Learning Modeling

Coursera

Coursera Project Network

Machine Learning in Retail (Coursera)

Data Science

Discover how machine learning can revolutionize your approach to understanding customer behavior in the retail sector. This course equips you with essential skills to analyze and segment customers effectively, providing valuable insights that drive smarter business decisions. Whether you're looking to enhance marketing strategies or optimize store operations, this course offers a practical application of machine learning techniques tailored for retail analysts.

Jun 8th 2026

1 Week

ML Machine Learning Decision Tree

Coursera

University of Colorado Boulder

Introduction to Machine Learning: Supervised Learning (Coursera)

Data Science

Embark on a journey into the world of supervised machine learning with this foundational online course. Designed for beginners and advanced learners alike, you'll delve into essential algorithms like linear and logistic regression, K-nearest neighbors (KNN), decision trees, random forest, boosting techniques, and kernel methods such as support vector machines (SVM). This course is perfect for those looking to harness the predictive power of data.

Mar 2nd 2026

5-12 Weeks

ML Machine Learning Linear Regression

Coursera

Google Cloud

ML Pipelines on Google Cloud (Coursera)

Data Science

Dive into the world of machine learning with 'ML Pipelines on Google Cloud' – a course designed to equip you with the skills needed to build, manage, and automate complex ML workflows. Learn from experienced trainers at Google Cloud as they guide you through the creation of robust pipelines using TFX, TensorFlow's production platform.

Jan 13th 2025

4 Weeks

ML Machine Learning Google Cloud

Coursera

Google Cloud

How Google does Machine Learning em Português Brasileiro (Coursera)

Data Science

Este curso apresenta a abordagem inovadora do Google para aprendizado de máquina, destacando-se pela ênfase em lógica e não apenas nos dados. Aprenda como criar um pipeline de modelos de machine learning eficiente e eficaz, explorando os segredos por trás da abordagem do Google.

Jan 13th 2025

1 Week

ML Cloud Machine Learning

Coursera

Google Cloud

How Google does Machine Learning (Coursera)

Data Science

Dive into the world of machine learning with a Google perspective, where logic takes precedence over mere data analysis. This course unravels the secrets behind Google's innovative approach to solving complex problems using machine learning techniques.

Jan 6th 2025

3 Weeks

ML Cloud Machine Learning