Artificial Intelligence Courses and Certifications

TED

How AI Can Solve Its Own Energy Crisis

Discover how AI can transform its energy challenge into opportunity, unlocking massive power capacity while lowering costs and accelerating our sustainable energy future.

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

Matt Wolfe

AI Video Models Testing - Kling, Runway Gen-4.5, and Apple's STARFlow-V Creator Workflow Review

Explore the latest AI video models through real creator workflows, testing Kling, Runway Gen-4.5, Apple's STARFlow-V, and more to see what's actually usable today.

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

Dave Churchill

AI for Video Games - COMP 4303 (2021-01)

Master AI programming techniques for video games including pathfinding, procedural generation, steering behaviors, and bot development using C++ and real game examples.

• YouTube
• 1 day 1 hour 39 minutes
• Self-Paced
• Free Video

Dave Churchill

AI for Video Games

Master AI techniques for video games through movement algorithms, pathfinding, procedural generation, and real-time strategy AI with hands-on StarCraft projects.

• YouTube
• 22 hours 9 minutes
• Self-Paced
• Free Video

Tao Prompts

Creating Realistic Dialogue in AI Videos - Complete Tutorial

Discover how to create realistic AI video dialogue with custom voices, emotional control, talking characters, scene composition, and soundtrack integration.

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

TED

3 Possible Futures for AI - Which Will We Choose?

Explore three potential AI futures: tech giant dominance, escalating competition, or shared technology for humanity's benefit, and learn how to choose the right path forward.

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

Nicholas Renotte

Getting Started with Python Deep Learning for Beginners

Learn to set up Python, Jupyter, and TensorFlow for deep learning. Create environments, configure GPU, and train an image classifier. Perfect for beginners starting their deep learning journey.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

Nicholas Renotte

Building a Custom Environment for Deep Reinforcement Learning with OpenAI Gym and Python

Learn to create and train custom reinforcement learning environments using OpenAI Gym and Python. Covers environment setup, DQN agent training, and practical implementation with Keras-RL.

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

Yannic Kilcher

CICERO- An AI Agent That Negotiates, Persuades, and Cooperates With People

Explore Meta AI's Cicero, an advanced AI agent that excels in Diplomacy by integrating language models with strategic planning to negotiate and cooperate with humans effectively.

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

Yannic Kilcher

The New AI Model Licenses Have a Legal Loophole - OpenRAIL-M of BLOOM, Stable Diffusion, etc.

Análisis crítico de las licencias de IA responsable, sus limitaciones y posibles consecuencias legales. Explora el dilema entre el uso abierto y las restricciones, proponiendo una alternativa llamada OpenRAIL++.

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

Yannic Kilcher

A Path Towards Autonomous Machine Intelligence - Paper Explained

Explanation of Yann LeCun's paper on autonomous machine intelligence, combining self-supervised learning, energy-based models, and hierarchical predictive embedding for creating world models and planning.

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

Alexander Amini;  MIT

AI in Healthcare

Explore AI applications in healthcare, from cancer screening to genomics, addressing challenges like bias and model limitations for improved patient care and equitable outcomes.

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

Alexander Amini;  MIT

AI Bias and Fairness

Comprehensive exploration of AI bias and fairness, covering types, sources, and mitigation strategies. Examines interpretation-driven and data-driven biases, feature bias, and advanced debiasing techniques for ethical AI development.

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

Alexander Amini;  MIT

Generalizable Autonomy for Robot Manipulation

Explore generalizable autonomy in robot manipulation through imitation learning, visuo-motor policies, and reinforcement learning techniques. Discover innovative approaches for achieving adaptable and efficient robotic systems.

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

Alexander Amini;  MIT

Deep Generative Modeling

Explore deep generative modeling, including autoencoders, VAEs, and GANs. Learn about latent variables, representation learning, and applications in image generation and domain transformation.

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