Machine Learning Courses and Certifications

Career Certificate

Machine Learning and Reinforcement Learning in Finance

825 ratings at Coursera

Build a foundation in machine learning and reinforcement learning algorithms and apply them to practical finance problems, from choosing appropriate methods to implementing and assessing solutions.

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

Machine Learning

4 ratings

Why write programs when the computer can instead learn them from data? In this class you will learn how to make this happen, from the simplest machine learning algorithms to quite sophisticated ones. Enjoy!

• Coursera
• Self-Paced
• Paid Course

Career Certificate

Applied Machine Learning

17 ratings at Coursera

Build practical machine learning skills across supervised and unsupervised learning, ensemble methods, regression, CNNs, reinforcement learning and apriori analysis, using PyTorch for image classification and model optimization.

• Coursera
• 12 weeks, 5 hours a week
• Self-Paced
• Paid Course
• 3 courses

Applied Machine Learning: Techniques and Applications

12 ratings at Coursera

Apply machine learning to visual and tabular data: preprocess datasets, extract features, implement Perceptron, Naive Bayes and linear regression, and evaluate models with ROC curves.

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

Advanced Methods in Machine Learning Applications

Apply ensemble methods, regression, clustering, and reinforcement learning by building random forests, coding logistic regression from scratch, running k-means and DBSCAN, and implementing Q-learning.

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

Machine Learning and Emerging Technologies in Cybersecurity

Apply machine learning to threat detection: train neural networks, clustering, and SVM models in RapidMiner, wire ML into intrusion detection with Security Onion, and examine Tor architecture.

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

The Nuts and Bolts of Machine Learning

646 ratings at Coursera

Build supervised and unsupervised models in Python: Naive Bayes, K-means clustering, decision trees, random forest bagging and XGBoost boosting, plus feature engineering and parameter tuning.

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

Intro to Machine Learning

20 ratings

This class will teach you the end-to-end process of investigating data through a machine learning lens. Learn online, with Udacity.

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

The Complete Machine Learning Course with Python

8245 ratings at Udemy

Build a Portfolio of 12 Machine Learning Projects with Python, SVM, Regression, Unsupervised Machine Learning & More!

• Udemy
• 17 hours 21 minutes
• Self-Paced
• Paid Course

Fundamentals of Machine Learning in Finance

345 ratings at Coursera

Apply supervised, unsupervised, and reinforcement learning to financial problems in Python, covering PCA, dimensionality reduction, clustering, and a portfolio trading strategy project.

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

Machine Learning & Deep Learning in Python & R

6025 ratings at Udemy

Covers Regression, Decision Trees, SVM, Neural Networks, CNN, Time Series Forecasting and more using both Python & R

• Udemy
• 1 day 9 hours 12 minutes
• Self-Paced
• Paid Course

Create Machine Learning Models in Microsoft Azure

333 ratings at Coursera

Train and evaluate regression, classification, and clustering models with scikit-learn in Python, then build deep neural networks and image classifiers using PyTorch or TensorFlow.

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

Machine Learning with Javascript

3518 ratings at Udemy

Master Machine Learning from scratch using Javascript and TensorflowJS with hands-on projects.

• Udemy
• 17 hours 41 minutes
• Self-Paced
• Paid Course

Machine Learning Practical: 6 Real-World Applications

3274 ratings at Udemy

Machine Learning - Get Your Hands Dirty by Solving Real Industry Challenges with Python

• Udemy
• 8 hours 37 minutes
• Self-Paced
• Paid Course

Complete Machine Learning with R Studio - ML for 2026

2854 ratings at Udemy

Linear & Logistic Regression, Decision Trees, XGBoost, SVM & other ML models in R programming language - R studio

• Udemy
• 12 hours 3 minutes
• Self-Paced
• Paid Course