Machine Learning Courses and Certifications

Career Certificate

Data Science

9 ratings

Master the complete data science pipeline: from asking questions to publishing results. Gain practical skills in data manipulation, visualization, and analysis through hands-on projects using real-world data.

• Coursera
• 28 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 11 courses

Python for Machine Learning & Data Science Masterclass

18574 ratings at Udemy

Learn about Data Science and Machine Learning with Python! Including Numpy, Pandas, Matplotlib, Scikit-Learn and more!

• Udemy
• 1 day 20 hours 4 minutes
• Self-Paced
• Paid Course

Information Extraction from Free Text Data in Health

Learn advanced machine learning and NLP techniques to extract information from unstructured healthcare documents. Develop skills in medical entity recognition, clinical data extraction, and deep learning for health information analysis.

• Coursera
• 1 day 4 minutes
• Self-Paced
• Paid Course

Practical AI for Social Impact

Gain foundational AI skills—machine learning, reinforcement learning—while tackling social impact challenges like data scarcity, bias, and ethical deployment to optimize resource distribution and drive systemic change.

• Coursera
• 2 weeks, 2 hours a week
• Self-Paced
• Paid Course

Career Certificate

Introduction to Machine Learning with SciKit Learn

299 ratings at CodeSignal

Master machine learning fundamentals using SciKit-learn, from data preprocessing through advanced model evaluation, including regression, classification, ensemble methods and hyperparameter tuning.

• CodeSignal
• 18 hours
• Self-Paced
• Free Certificate
• 7 courses

Complete A.I. & Machine Learning, Data Science Bootcamp

30114 ratings at Udemy

Learn Data Science, Data Analysis, Machine Learning (Artificial Intelligence) and Python with Tensorflow, Pandas & more!

• Udemy
• 1 day 20 hours
• Self-Paced
• Paid Course

Training AI with Humans

Explore machine learning principles, data annotation, and crowdsourcing techniques to enhance AI performance. Develop skills in designing studies, using platforms like AMT, and implementing IAA for high-quality data.

• Coursera
• 22 hours 47 minutes
• Self-Paced
• Paid Course

Artificial Intelligence & Machine Learning for Business

25423 ratings at Udemy

The Ultimate Artificial Intelligence & Machine Learning course for CxOs, Managers, Team Leaders and Entrepreneurs

• Udemy
• 5 hours 58 minutes
• Self-Paced
• Paid Course

Brown University;  Georgia Tech

Reinforcement Learning

8 ratings

Study machine learning at a deeper level and become a participant in the reinforcement learning research community.

• Udacity
• 21 hours
• Self-Paced
• Free Online Course

Machine Learning for All

3539 ratings at Coursera

This course is designed to introduce you to Machine Learning without needing any programming.

• Coursera
• 20 hours 36 minutes
• Self-Paced
• Paid Course

Data Science and Machine Learning Bootcamp with R

17789 ratings at Udemy

Learn how to use the R programming language for data science and machine learning and data visualization!

• Udemy
• 17 hours 46 minutes
• Self-Paced
• Paid Course

[RETIRED] AWS Certified Machine Learning Specialty 2026

16661 ratings at Udemy

AWS machine learning certification preparation - learn SageMaker, generative AI, data engineering, modeling & more

• Udemy
• 14 hours 57 minutes
• Self-Paced
• Paid Course

Fundamentals of Machine Learning for Healthcare

634 ratings at Coursera

Explore machine learning's potential in healthcare, covering fundamental concepts, use cases, evaluation metrics, and best practices for developing and implementing ML applications in medical settings.

• Coursera
• 14 hours 3 minutes
• Self-Paced
• Paid Course

Introduction to Machine Learning for Data Science

16420 ratings at Udemy

A primer on Machine Learning for Data Science. Revealed for everyday people, by the Backyard Data Scientist.

• Udemy
• 5 hours 33 minutes
• Self-Paced
• Paid Course

Executive Briefing - Data Science and Machine Learning

11628 ratings at Udemy

Get a non-technical overview of Data Science and Machine Learning for Executives!

• Udemy
• 1 hour 58 minutes
• Self-Paced
• Paid Course