Machine Learning Courses and Certifications

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

MathWorks Career Certificate

Practical Data Science with MATLAB

31 ratings

Develop practical data science skills using MATLAB for visualization, analysis, and modeling. Learn to process data, engineer features, and apply machine learning techniques across various industries without becoming a full-time developer.

• Coursera
• 8 weeks, 4 hours/week
• Self-Paced
• Paid Course
• 4 courses

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

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

631 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

Mathematics for Machine Learning: Linear Algebra

9 ratings

Explore linear algebra fundamentals and their applications in machine learning, covering vectors, matrices, eigenvalues, and practical implementations in Python for data-driven tasks.

• Coursera
• 18 hours 50 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

Intro to Unsupervised Machine Learning

Master unsupervised machine learning through hands-on practice with clustering, dimensionality reduction, and advanced algorithms using the Iris dataset for practical data analysis applications.

• CodeSignal
• 5 hours
• Self-Paced
• Free Certificate

Introduction to Supervised Machine Learning

Master supervised machine learning through hands-on wine quality prediction, implementing linear and logistic regression models while exploring feature analysis, gradient descent, and model evaluation techniques.

• CodeSignal
• 4 hours
• Self-Paced
• Free Certificate

Data Cleaning and Preprocessing in Machine Learning

Master data preprocessing techniques using the Titanic dataset, covering cleaning, handling missing values, outlier detection, feature engineering, and model training with Python and Pandas for effective machine learning preparation.

• CodeSignal
• 4 hours
• Self-Paced
• Free Certificate

Foundational Machine Learning Models with Sklearn

Master fundamental machine learning algorithms using Sklearn and the Iris dataset, from linear regression to decision trees, with hands-on implementation, evaluation metrics, and model optimization techniques.

• CodeSignal
• 4 hours
• Self-Paced
• Free Certificate

Feature Engineering for Machine Learning

Master feature engineering techniques using the Abalone Dataset to improve ML model performance through extraction, selection, and transformation methods for uncovering meaningful patterns in data.

• CodeSignal
• 3 hours
• Self-Paced
• Free Certificate

Intro to Model Optimization in Machine Learning

Master machine learning optimization techniques using real medical data, from hyperparameter tuning to advanced ensemble methods, enhancing your ability to build accurate predictive models.

• CodeSignal
• 3 hours
• Self-Paced
• Free Certificate