Artificial Intelligence Courses and Certifications

Yannic Kilcher

AI and Formal Math - Formal Mathematics Statement Curriculum Learning

Explore AI's potential in formal mathematics through expert iteration, curriculum learning, and language modeling. Discover how machines and humans can collaborate to solve complex mathematical problems.

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

Yannic Kilcher

Assessing Game Balance with AlphaZero - Exploring Alternative Rule Sets in Chess

Explore how AlphaZero assesses chess variants, analyzing game dynamics and strategic changes resulting from rule modifications. Gain insights into AI's potential for game design and balance evaluation.

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

Yannic Kilcher

On the Measure of Intelligence by François Chollet - Human Priors - Paper Explained

Explores the relationship between intelligence, generality, and prior knowledge, focusing on human priors as a basis for comparing human and AI intelligence. Discusses optimizing for generality and the role of experience in skill acquisition.

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

Aleksa Gordić - The AI Epiphany

POET - Paired Open-Ended Trailblazer - Paper Explained

Explore POET algorithm: generating complex learning environments and solutions. Dive into evolutionary search, environment encoding, agent modeling, and curriculum comparison for AI advancement.

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

Brandon Rohrer

Getting Closer to Human Intelligence Through Robotics

Explore how robotics research can advance AI towards human-level intelligence by relaxing current assumptions and focusing on physical interaction and broader capabilities.

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

Resemble AI

How to Build AI Voices with Emotions Using Resemble AI

Create lifelike AI voices with emotions, emphasis, and dramatic pauses using Resemble AI's innovative techniques and tools.

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

Runway

Creative AI Conversations - Emergence of Intelligence from Resource Constraints

Explore AI's evolution, constraints, and ethics with Google Brain scientist David Ha. Gain insights on intelligence emergence, practical solutions, and the future of creative technology.

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

Simons Institute

Dreamcoder- Bootstrapping Inductive Program Synthesis With Wake-Sleep Library Learning

Explore program induction and library learning in AI, focusing on DreamCoder's approach to synthesizing models and systems through neural-guided Bayesian inference and abstraction refinement.

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

Simons Institute

The AI Economist- Improving Equality and Productivity with AI-Driven Tax Policies

Explore AI-driven tax policies for improved economic equality and productivity, featuring deep learning, reinforcement learning, and multi-agent simulations in a simplified economic model.

• YouTube
• 1 hour 14 minutes
• Self-Paced
• Free Video

Simons Institute

The AI Trinity - Data + Algorithms + Infrastructure

Explore the AI trinity: data, algorithms, and infrastructure. Learn about named entity recognition, active learning, crowdsourcing, data augmentation, and neural rendering models.

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

MITCBMM

How Brain Computations Can Inspire New Paths in AI - Part 2

Explore brain-inspired AI advancements, focusing on object recognition, contextual reasoning, and model performance. Gain insights into cutting-edge computational approaches and their applications.

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

MITCBMM

Deciphering Brain Codes to Build Smarter AI

Explore neural mechanisms of pattern completion and visual inference, and how biologically-inspired models can enhance AI systems for improved visual recognition and search.

• YouTube
• 1 hour 14 minutes
• Self-Paced
• Free Video

MITCBMM

Tony Cohn - Simultaneously Learning and Grounding Object Features and Spatial Relations

Explore spatial information, qualitative relations, and inductive logic programming to understand object features and spatial relationships in various contexts.

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

Paul G. Allen School

Deja Vu - The Story of Vision & AI

Explore the evolution of computer vision and AI with Ali Farhadi, covering deep neural networks, object detection, visual reasoning, and future predictions in this insightful seminar.

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

Paul McWhorter

AI for Everyone - Accurate Gesture Recognition Using Python and MediaPipe

Learn accurate hand gesture recognition using Python and MediaPipe. Develop algorithms to detect and train on hand landmarks, enabling precise gesture identification in real-time applications.

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