Intro to Machine Learning Courses and Certifications

Machine Learning, Maths & Ethics: Hands-on

Learn machine learning hands-on: prepare and explore data, train and evaluate models, and consider the maths and ethical stakes through a gender-conscious narrative.

• Polimi OPEN KNOWLEDGE
• 6 weeks
• Self-Paced
• Free Certificate

Machine Learning

Get an overview of the machine learning techniques transforming industry, covering supervised learning, unsupervised learning, and reinforcement learning.

• Polimi OPEN KNOWLEDGE
• 3 weeks
• Self-Paced
• Free Certificate

Machine Learning & Python Data Science for Business and AI

57 ratings at Udemy

Learn Python Programming, Data Analysis, and Machine Learning Techniques to Solve Real World Business Challenges with AI

• Udemy
• 5 hours
• Self-Paced
• Paid Course

Full-Stack AI Engineer 2026–Machine Learning Foundations - I

53 ratings at Udemy

Build strong Machine Learning foundations with Python, real projects, and a Full-Stack AI Engineer mindset

• Udemy
• 8 hours
• Self-Paced
• Paid Course

Introduction to Machine Learning

34 ratings at The Great Courses Plus

Search engines. Navigation systems. Game-playing robots. Learn how smart machines got that way in this course taught by a pioneer researcher in machine learning.

• The Great Courses Plus
• 12 hours 6 minutes
• Self-Paced
• Free Trial Available

Applications of Machine Learning in Plant Science

This course provides learners with an introduction to applications of machine learning in the plant sciences. Learners will be given an introduction to machine learning including supervised learning,

• edX
• 12 weeks, 1-2 hours a week
• Self-Paced
• Free Online Course

MGH Institute of Health Professions

Introduction to AI & Machine Learning in Healthcare

6 ratings at edX

In this introductory course, you'll explore how Artificial Intelligence (AI) and Machine Learning (ML) are transforming healthcare. You'll build a solid foundation in AI and ML fundamentals, learning

• edX
• 10 weeks, 1-2 hours a week
• Self-Paced
• Free Certificate

Basics of Machine Learning

"Basics of Machine Learning" introduces participants to the fundamental concepts and tools of machine learning, including probability density estimation, linear regression, classification techniques,

• edX
• 8 weeks, 6-8 hours a week
• Self-Paced
• Free Online Course (Audit)

Machine Learning with R

Learn machine learning with R: compare supervised and unsupervised approaches, apply K-nearest neighbors, decision trees, random forests, K-means and hierarchical clustering, and evaluate models.

• Cognitive Class
• 3 hours
• Self-Paced
• Free Online Course

Machine learning for all

Beginner-friendly introduction to supervised and unsupervised machine learning, with demonstrations of regression, classification, association mining, and clustering in Excel and Python.

• Swayam
• 4 weeks
• Self-Paced
• Free Online Course

Foundations of Machine Learning

Explore foundational machine learning through formal theory, SGD optimization, overparameterized regression, and energy-based models connecting classical ideas to modern systems.

• Swayam
• Available until Oct 9, 2026
• Free Online Course

Machine Learning for Core Engineering Disciplines

An introduction to machine learning fundamentals and methods, taught through examples from core engineering disciplines and implemented with Python.

• Swayam
• 12 weeks
• Available until Oct 9, 2026
• Free Online Course

State Bank of India

Introduction to Machine Learning for Finance

Machine Learning (ML) has emerged as a transformative force, revolutionizing the way financial institutions operate, make decisions, and provide personalized services to customers. This edX course is

• edX
• 4 weeks, 2-4 hours a week
• Self-Paced
• Free Certificate

Machine Learning Basics Course (How To)

58-minute Machine Learning course: Machine learning encompasses many different ideas, programming languages, frameworks, and approaches to the subj...

• Treehouse
• 58 minutes
• Self-Paced
• Free Trial Available

Machine Learning Fundamentals

This course introduces the fundamental concepts of Machine Learning and explores the basic modeling workflow needed to get into different Machine Learning applications. This course also makes an intro

• INE
• 9 hours
• Self-Paced
• Paid Course