Machine Learning Courses and Certifications

Machine Learning with Python: from Linear Models to Deep Learning.

30 ratings

An in-depth introduction to the field of machine learning, from linear models to deep learning and reinforcement learning, through hands-on Python projects. -- Part of the MITx MicroMasters program in

• edX
• 15 weeks, 10-14 hours a week
• Self-Paced
• Free Online Course (Audit)

Structuring Machine Learning Projects

6 ratings

Diagnose errors in machine learning systems, prioritize fixes, handle mismatched training/test sets, benchmark against human-level performance, and apply transfer, multi-task, and end-to-end learning.

• Coursera
• 2 weeks, 3 hours a week
• Self-Paced
• Paid Course

Machine Learning with Python

22 ratings

Build neural networks with TensorFlow: train classification and clustering models, CNNs, RNNs for sentiment analysis, and Q-learning agents, plus projects like an image classifier.

• freeCodeCamp
• 300 hours
• Self-Paced
• Free Certificate

Machine Learning Foundations: A Case Study Approach

40 ratings

Work through machine learning case studies in Python notebooks: predict house prices, classify review sentiment, retrieve Wikipedia documents, recommend songs, and search images with deep features.

• Coursera
• 7 weeks, 3 hours a week
• Self-Paced
• Paid Course

• Best of All Time

Career Certificate

Machine Learning

16276 ratings at Coursera

Learn machine learning through practical case studies: build regression, classification, clustering, and retrieval systems that analyze large datasets and make predictions.

• Coursera
• 8 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 4 courses

Machine Learning with PySpark

771 ratings at DataCamp

Learn to Use Apache Spark for Machine Learning Spark is a powerful, general purpose tool for working with Big Data.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

MathWorks

Predictive Modeling and Machine Learning with MATLAB

89 ratings

Train regression and classification models in MATLAB: follow the supervised machine learning workflow, validate results, apply feature selection, build ensembles, and optimize hyperparameters.

• Coursera
• 4 weeks, 5 hours a week
• Self-Paced
• Paid Course

Georgia Tech;  Brown University

Machine Learning

7 ratings

In this course, you'll learn how to apply Supervised, Unsupervised and Reinforcement Learning techniques for solving a range of data science problems.

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

Machine Learning A-Z [2026]: ML, DL, AI with AWS, Python & R

205747 ratings at Udemy

Learn to build, train and deploy ML, DL and AI models in AWS, Python and R from two AI experts. Code templates included.

• Udemy
• 1 day 18 hours 45 minutes
• Self-Paced
• Paid Course

Machine Learning for Musicians and Artists

94 ratings

Build gesture-driven instruments and interactive installations: apply classification, regression, and temporal algorithms to sensor, audio, and motion data with Wekinator, Max/MSP, and Processing.

• Kadenze
• 50 hours
• Self-Paced
• Free Online Course

• Best of All Time

Machine Learning for Finance in Python

234 ratings at DataCamp

How to Predict Stock Prices with Machine Learning Machine learning has a huge number of applications within the finance industry and is commonly used to predict stock values and maintain a strong stock portfolio.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Machine Learning: Regression

20 ratings

Build regression models to predict house prices in Python: fit simple and multiple linear regression, ridge and lasso, nearest neighbor and kernel regression.

• Coursera
• 8 weeks, 3 hours a week
• Self-Paced
• Paid Course

Practicing Machine Learning Interview Questions in Python

110 ratings at DataCamp

Prepare for Your Machine Learning Interview Have you ever wondered how to properly prepare for a Machine Learning Interview?

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Predicting CTR with Machine Learning in Python

20 ratings at DataCamp

Have you ever wondered how companies like Facebook and Google are able to serve you surprisingly targeted ads that you occasionally click?

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Machine Learning Scientist in Python

14 ratings at DataCamp

## Master the Essential Python Skills for Machine Learning Start your journey to becoming a machine learning scientist with this comprehensive Python Track.

• DataCamp
• 3 days 13 hours
• Self-Paced
• Free Trial Available