Machine Learning Courses and Certifications

Designing AI Decision Agents with DMN, Machine Learning and Analytics

Discover how DMN and machine learning integrate to build transparent, scalable AI decision agents for smarter automation and reliable decision-making systems.

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

NDC Conferences

Machines, Learning, and Machine Learning

Explore career advice for developers in an AI-driven world, covering motivation, learning strategies, tools like Copilot/ChatGPT, and the journey from code to products.

• YouTube
• 1 hour 10 minutes
• Self-Paced
• Free Video

Tech with Tim

Python for Machine Learning - Complete Roadmap

Discover a complete Python roadmap for machine learning, covering core skills, data analysis, ML foundations, deep learning, and portfolio building in just 10 minutes.

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

MITCBMM

Machine Learning Crash Course 2015

Dive into machine learning fundamentals covering linear models, kernels, PCA, clustering, and practical applications with hands-on GURLS framework implementation.

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

Mecharithm - Robotics and Mechatronics

Machine Learning First Steps Course

Master fundamental ML concepts from linear regression to CNNs with hands-on robotics applications including stereo vision and assistive devices.

• YouTube
• 6 hours 15 minutes
• Self-Paced
• Free Video

Fields Institute

Machine Learning and Dynamical Systems

Explore cutting-edge research at the intersection of machine learning and dynamical systems, covering reservoir computing, Koopman operators, and data-driven control methods.

• YouTube
• 1 day 35 minutes
• Self-Paced
• Free Video

ICTP Condensed Matter and Statistical Physics

The Hitchhiker's Guide to Condensed Matter and Statistical Physics - Machine Learning for Condensed Matter

Explore machine learning applications in condensed matter and statistical physics, covering quantum systems, thermodynamic properties, and neural networks for many-body problems.

• YouTube
• 12 hours 58 minutes
• Self-Paced
• Free Video

UofU Data Science

Machine Learning - Spring 2025

Master foundational ML concepts from decision trees to neural networks, covering theory, algorithms, and practical implementation techniques.

• YouTube
• 1 day 10 hours 25 minutes
• Self-Paced
• Free Video

UofU Data Science

Machine Learning (Fall 2019)

Master fundamental machine learning algorithms, techniques, and applications through comprehensive university lectures covering theory and practical implementation.

• YouTube
• 1 day 11 hours 29 minutes
• Self-Paced
• Free Video

UofU Data Science

Machine Learning - Fall 2018

Dive into comprehensive machine learning fundamentals through 27 structured lectures covering algorithms, theory, and practical applications from University of Utah.

• YouTube
• 1 day 10 hours 45 minutes
• Self-Paced
• Free Video

UofU Data Science

Machine Learning - Fall 2016

Dive into comprehensive machine learning fundamentals through university-level lectures covering algorithms, theory, and practical applications from UofU Data Science.

• YouTube
• 1 day 1 hour 42 minutes
• Self-Paced
• Free Video

UofU Data Science

Machine Learning (Fall 2015)

Dive into comprehensive machine learning fundamentals through 28 structured lectures covering algorithms, theory, and practical applications from University of Utah.

• YouTube
• 1 day 11 hours 14 minutes
• Self-Paced
• Free Video

AICamp

4-Week AI and Machine Learning Courses - Full Stack Development with AWS, GCP, and TensorFlow

Master comprehensive AI/ML skills through hands-on projects covering deep learning, NLP, computer vision, and cloud deployment with AWS/GCP in structured 4-week programs.

• YouTube
• 3 hours 25 minutes
• Self-Paced
• Free Video

Harvard CMSA

Mathematics and Machine Learning Closing Workshop

Explore cutting-edge intersections of mathematics and machine learning through expert presentations on topology, fluid dynamics, AI-assisted discovery, and computational methods.

• YouTube
• 12 hours 51 minutes
• Self-Paced
• Free Video

Building Decision Agents with LLMs and Machine Learning Models

Explore designing decision agents that combine DMN, LLMs, and ML models for transparent, scalable automation systems in AI frameworks.

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