Machine Learning Courses and Certifications

Launching Machine Learning: Delivering Operational Success with Gold Standard ML Leadership

77 ratings at Coursera

Comprehensive guide to implementing machine learning in business operations, covering applications, project management, data preparation, and ethical considerations for leaders and data scientists.

• Coursera
• 13 hours 48 minutes
• On-Demand
• Free Online Course (Audit)

The Power of Machine Learning: Boost Business, Accumulate Clicks, Fight Fraud, and Deny Deadbeats

147 ratings at Coursera

Explore machine learning's business impact, data requirements, predictive modeling techniques, and ethical considerations. Learn to deploy ML effectively for various applications like fraud detection and marketing optimization.

• Coursera
• 14 hours 27 minutes
• On-Demand
• Free Online Course (Audit)

Machine Learning Under the Hood: The Technical Tips, Tricks, and Pitfalls

64 ratings at Coursera

Explore machine learning's technical aspects, from foundational principles to advanced methods. Learn to avoid pitfalls, interpret models, and evaluate performance while gaining insights into cutting-edge techniques and ethical considerations.

• Coursera
• 17 hours 26 minutes
• On-Demand
• Free Online Course (Audit)

Edge Impulse

Introduction to Embedded Machine Learning

673 ratings at Coursera

This course will give you a broad overview of how machine learning works, how to train neural networks, and how to deploy those networks to microcontrollers.

• Coursera
• 17 hours 21 minutes
• On-Demand
• Free Online Course (Audit)

Machine Learning using Python

489 ratings at Udemy

Linear & Logistic Regression, Decision Trees, XGBoost, SVM & other ML models in Python

• Udemy
• 18 hours 49 minutes
• On-Demand
• Paid Course

Fundamentals of Machine Learning

6 reviews

In this tutorial, Dr. Artemy Kolchinsky and Dr. Brendan Tracey outline exactly what it is that makes machine learning so special in an accessible way.

• Complexity Explorer
• 1 hour
• On-Demand
• Free Online Course

Machine Learning, Data Science and Generative AI with Python

33317 ratings at Udemy

Complete hands-on machine learning and GenAI tutorial with data science, Tensorflow, GPT, OpenAI, and neural networks

• Udemy
• 20 hours 19 minutes
• On-Demand
• Paid Course

Machine Learning for Absolute Beginners - Level 1

21274 ratings at Udemy

Learn the Fundamental Concepts of Artificial Intelligence and Machine Learning as the Next Game-Changing Technology

• Udemy
• 4 hours 27 minutes
• On-Demand
• Paid Course

The Complete Machine Learning Course with Python

7460 ratings at Udemy

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

• Udemy
• 17 hours 19 minutes
• On-Demand
• Paid Course

Bayesian Machine Learning in Python: A/B Testing

7279 ratings at Udemy

Data Science, Machine Learning, and Data Analytics Techniques for Marketing, Digital Media, Online Advertising, and More

• Udemy
• 10 hours 26 minutes
• On-Demand
• Paid Course

DeepLearning.AI;  Stanford

Advanced Learning Algorithms

6684 ratings at Coursera

Explore neural networks, decision trees, and best practices in machine learning. Build and train models using TensorFlow, apply multi-class classification, and learn ensemble methods for real-world AI applications.

• Coursera
• 1 day 10 hours 18 minutes
• On-Demand
• Free Online Course (Audit)

Mathematical Foundations of Machine Learning

6625 ratings at Udemy

Essential Linear Algebra and Calculus Hands-On in NumPy, TensorFlow, and PyTorch

• Udemy
• 16 hours 27 minutes
• On-Demand
• Paid Course

Deep Learning Prerequisites: Linear Regression in Python

6502 ratings at Udemy

Data science, machine learning, and artificial intelligence in Python for students and professionals

• Udemy
• 6 hours 20 minutes
• On-Demand
• Paid Course

Case Study: School Budgeting with Machine Learning in Python

Learn how to build a model to automatically classify items in a school budget.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Machine Learning & Deep Learning in Python & R

5688 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 11 minutes
• On-Demand
• Paid Course