Artificial Intelligence Courses and Certifications

MITCBMM

Language & Vision

Explore the intersection of language and vision in AI, covering deep networks, sampling-based planners, and multitasking models for advanced communication and perception.

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

Paul G. Allen School

Searching for Information in the Ocean - Adaptive Sampling of Dynamic Processes in Coastal Areas and Fjords Using Autonomous Underwater Vehicles

Exploring adaptive sampling techniques using autonomous underwater vehicles for studying dynamic coastal ocean processes, focusing on phytoplankton biomass and its impact on biogeochemical processes.

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

Paul G. Allen School

Natural Language Processing - Mark Riedl - Georgia Tech School of Interactive Computing

Explore AI-driven storytelling, focusing on neural text generation control and long-term knowledge retention. Discover challenges and applications in automated narrative creation and other NLP tasks.

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

Institute for Advanced Study

Re-Imagining the Social Sciences in the Age of AI - March 4, 2020

Explore the intersection of AI and social sciences through expert talks on mate selection decision-making and human behavior as AI's next frontier, followed by a moderated discussion and audience Q&A.

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

tinyML

Mastering the Three Pillars of AI Acceleration: Algorithms, Hardware, and Software

Explore IBM Research's holistic approach to AI acceleration, covering low-precision DNN models, scalable hardware techniques, and efficient software methodologies for optimal performance.

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

tinyML

Battery Optimized People Counting Using FIR and AI

Explore battery-optimized people counting using FIR and AI, covering product development, power efficiency challenges, AI implementation, and quality assurance for innovative crowd monitoring solutions.

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

tinyML

AIfES - An Open-Source Standalone AI Framework for Almost Any Hardware

Explore AIfES, an open-source AI framework for embedded systems, enabling neural network deployment and training on various hardware, including 8-bit microcontrollers and Arduino boards.

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

tinyML

TinyML Talks France - How to Design a Power Frugal Hardware for AI - The Bio-Inspiration Path

Explore bio-inspired hardware design for energy-efficient AI, focusing on spiking neural networks and novel technologies to enhance data locality and power efficiency in embedded systems.

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

ChariotSolutions

AI: A Return to Meaning - From Theory-Driven to Data-Driven Approaches

Explore AI's evolution from theory-driven to data-driven approaches, examining Watson's development and the future of machine learning, reasoning, and natural language understanding.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

Association for Computing Machinery (ACM)

Maximizing the Potential of Documents, NLP, and AI - Technical and Non-technical Challenges

Explore technical and non-technical challenges in maximizing document potential with NLP and AI, focusing on SEEK's employment marketplace and innovative solutions for data processing and team organization.

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

Association for Computing Machinery (ACM)

Towards an Easy-to-use AI Platform - Data, Algorithms, and Systems - Wei Wang

Explore the development of user-friendly AI platforms, covering data preparation, model construction, debugging, and deployment, with a focus on enhancing efficiency and accessibility.

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

Association for Computing Machinery (ACM)

Why AI is Harder Than We Think

Explore AI's challenges and misconceptions with Melanie Mitchell, delving into fallacies, overconfident predictions, and the complexities of intelligence. Gain insights on creating more robust, general, and adaptable AI systems.

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

Association for Computing Machinery (ACM)

Desires and Diversions - Allen Newell's Retrospective on Scientific Pursuits

Explore Allen Newell's scientific journey, insights on problem-solving, and reflections on his groundbreaking work in artificial intelligence and cognitive psychology.

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

Association for Computing Machinery (ACM)

Ed Feigenbaum - 1994 ACM Turing Award Recipient Interview - Part 1

Explore AI pioneer Ed Feigenbaum's journey from childhood to groundbreaking research, expert systems development, and international collaborations in this insightful interview with Don Knuth.

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

White Hat Cal Poly

AI Security

Explore AI's current state, future potential, and ethical concerns. Delve into self-improving programs, machine empathy, and thought experiments like the Chinese Room.

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