Artificial Intelligence Courses and Certifications

Dave Churchill

Introduction to Artificial Intelligence - Assignment 2 and Optimizations - Lecture 7

Explore AI search algorithms, heuristics, and optimizations through practical implementation and debugging techniques in this comprehensive lecture.

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

MonteHeart Lectures

Artificial Intelligence in Valvular Heart Disease

Discover how artificial intelligence revolutionizes diagnosis and treatment of valvular heart disease with expert insights from Dr. Ole De Backer.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

Tejas Kumar

How to Build with AI Today: Artificial Intelligence Overview

Explore AI's evolution, from rule-based systems to GenAI and LLMs. Learn about limitations, RAG solutions, and practical applications in web development. Discover AI's future beyond chatbots.

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

Cloud Native Artificial Intelligence - Top to Bottom

Explore how Cloud Native is shaping MLOps implementations, focusing on tools like Kubeflow and KServe. Learn to leverage Cloud Native knowledge for AI integration and future developments.

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

Fields Institute

Artificial Intelligence and Mathematics Education: Developing Low-Floor, High-Ceiling Resources

Explore AI's mathematical foundations and their integration into K-12 education. Discover low-floor, high-ceiling resources for teaching AI concepts across grade levels.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

AI Unleashed - Harnessing the Power of Artificial Intelligence Responsibly

Explore diverse AI applications, types, and responsible usage considerations in this insightful talk on harnessing AI's power effectively and ethically.

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

Finnish Center for Artificial Intelligence FCAI

Open Problems in European Artificial Intelligence

Explore open challenges in European AI with Prof. Schölkopf, delving into cutting-edge research and future directions in the field.

• YouTube
• 1 hour 23 minutes
• Self-Paced
• Free Video

The Julia Programming Language

Natural Artificial Intelligence - Keynote JuliaCon 2024

Exploring brain-inspired AI: Free Energy Principle, unsupervised learning, and real-time skill acquisition. Insights into brain computations and their application to AI engineering tools using Julia.

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

Dave Churchill

Introduction to Artificial Intelligence - Lecture 1

Discover fundamental AI concepts, problem-solving techniques, and modern applications through hands-on game-based assignments. Learn algorithmic approaches while exploring the intersection of human and machine intelligence.

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

Asia Open RAN Academy

Introduction to Artificial Intelligence and Machine Learning

Discover the fundamentals of AI and ML, exploring core concepts, working principles, and practical applications that are transforming industries - perfect for beginners entering the field.

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

OIST Foundation

Artificial Intelligence in Pathology - Advances in Digital Diagnosis and Prognosis

Explore groundbreaking applications of AI in pathology, from data-efficient diagnostic tools to integrative biomarker discovery, with insights on deployment challenges and ethical considerations in healthcare.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

All Things Open

Artificial Intelligence Needs Community Intelligence

Discover how community intelligence plays a crucial role in advancing artificial intelligence through this insightful keynote by IBM Research AI's Sriram Raghavan at All Things Open.

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

Dave Churchill

Intro to Artificial Intelligence - Lecture 14 - Assignment 4

Dive into Assignment 4 of the Artificial Intelligence course, exploring algorithmic techniques and data structures for modern problem-solving in simple game environments.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Dave Churchill

Introduction to Artificial Intelligence - Assignment 3 - Lecture 13

Dive into AI game programming with midterm prep, assignment demos, and implementation of game states and player strategies including random and greedy algorithms.

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

SAIConference

Unlocking Natural Artificial Intelligence - Bridging AI and Natural Skill Acquisition

Explore natural AI's potential beyond language models. Discover efficient skill learning through environmental interactions and the Free Energy Principle's role in brain computation.

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