Machine Learning Courses and Certifications

Reproducible Data Science with Machine Learning

1 rating

Discover techniques for reproducible data science using machine learning, focusing on workflow organization, notebook environments, and Azure ML Compute Instances for transparent and explainable AI development.

• YouTube
• 26 minutes
• Self-Paced
• Free Video

Great Learning

Mathematics for Data Science - Essential Math for Machine Learning

1 rating

Explore essential math for data science, including probability, statistics, machine learning, and deep learning. Learn through real-world case studies and gain insights into the crucial role of mathematics in data analysis.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

Great Learning

Python Machine Learning for Beginners - Machine Learning with Python 2023

1 rating

Comprehensive introduction to machine learning with Python, covering NumPy, Pandas, Matplotlib, and Seaborn libraries. Learn data manipulation, visualization techniques, and essential concepts for beginners.

• YouTube
• 2 hours 29 minutes
• Self-Paced
• Free Video

Manolis Kellis

Introduction to Machine Learning in Computational Biology - Lecture 1

1 rating

Comprehensive overview of computational biology, exploring GenAI, representation learning, and their applications in genomics and language models. Insights into future directions and potential impacts.

• YouTube
• 1 hour 19 minutes
• Self-Paced
• Free Video

Prodramp

Audio Processing in Python with Feature Extraction for Machine Learning

1 rating

Learn audio processing in Python using librosa for feature extraction, beat detection, and spectral analysis. Explore practical techniques for music information retrieval and machine learning applications.

• YouTube
• 44 minutes
• Self-Paced
• Free Video

Discover AI

Vibe Coding as a Learning Machine - Exploring Vibe Science and AI Research

1 rating

Explore the concept of Vibe Coding as a learning machine and its potential application to scientific discovery, examining the CodeScientist preprint and discussing if AI can facilitate "Vibe Science."

• YouTube
• 37 minutes
• Self-Paced
• Free Video

The Complete Python Developer

60249 ratings at Udemy

How to become a Python 3 Developer and get hired! Build 12+ projects, learn Web Development, Machine Learning + more!

• Udemy
• 1 day 7 hours
• Self-Paced
• Paid Course

Ensemble Methods in Python

1 rating

Learn how to build advanced and effective machine learning models in Python using ensemble techniques such as bagging, boosting, and stacking.

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

Artificial Intelligence A-Z 2026: Agentic AI, Gen AI, and RL

49377 ratings at Udemy

Combine the power of Agentic AI, Generative AI, Reinforcement Learning to create powerful AI for Real-World applications

• Udemy
• 15 hours 16 minutes
• Self-Paced
• Paid Course

Machine Learning for Data Science and Analytics

15 ratings

Learn the principles of machine learning and the importance of algorithms.

• edX
• 5 weeks, 7-10 hours a week
• Not Currently Offered
• Free Online Course (Audit)

Intro to AI Agents and Agentic AI

50172 ratings at Udemy

Understand How AI Agents Work and How to Leverage This Technology to Transform Your Business and Career

• Udemy
• 2 hours 11 minutes
• Self-Paced
• Paid Course

AI Fundamentals for Non-Data Scientists

1039 ratings at Coursera

Explore AI fundamentals, machine learning methods, and deep learning techniques. Learn to create algorithms, use no-code tools, and apply AI in business contexts through hands-on practice and industry insights.

• Coursera
• 12 hours 6 minutes
• Self-Paced
• Paid Course

Scientific Machine Learning - Where Physics-based Modeling Meets Data-driven Learning

Explore the synergy of physics-based modeling and data-driven learning in scientific machine learning, addressing complex challenges in science, engineering, and medicine with interpretable and scalable solutions.

• YouTube
• 1 hour 13 minutes
• Self-Paced
• Free Video

[NEW] Ultimate AWS Certified AI Practitioner AIF-C01

42081 ratings at Udemy

Practice Exam included + explanations | Learn Artificial Intelligence | Pass the AWS AI Practitioner AIF-C01 exam!

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

Introduction to Adversarial Attacks in Machine Learning - Lecture 1

Introduction to adversarial attacks on AI systems, covering real-world examples, attack methods, and defense strategies for various applications like face recognition and object detection.

• YouTube
• 54 minutes
• Self-Paced
• Free Video