Artificial Intelligence Courses and Certifications

Stanford Seminar - Scalable Intelligent Systems Build and Deploy by 2025

Explore the future of human-computer interaction with Scalable Intelligent Systems, integrating people, communications, and technology for cooperative environments beyond current social networks.

• YouTube
• 1 hour 14 minutes
• On-Demand
• Free Online Course

Stanford Seminar - Erudite: Prototype System for Computational Intelligence

In this talk, Wen-mei Hwu presents on recent progress in building highly performant AI task libraries, creating full AI applications, providing AI application development tools, and prototyping the Erudite system at the IBM-Illinois C3SR.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Online Course

Stanford Seminar - Leela: A Semantic Intelligent Agent

Explore semantic AI agent Leela, modeled on Piaget's theories. Learn about her design, capabilities, and potential applications in autonomous systems and natural language interaction.

• YouTube
• 1 hour 22 minutes
• On-Demand
• Free Online Course

Stanford Seminar - The FATE of AI Ethics, Anna Bethke

Explore AI ethics principles, their importance, and strategies to incorporate fairness, accountability, transparency, and human rights into AI development processes.

• YouTube
• 55 minutes
• On-Demand
• Free Online Course

Stanford Seminar - Failures & Where to Find Them: Considering Safety as a Function of Structure

Explore autonomous systems safety, from structured driving environments to unstructured scenarios, using failure identification and anomaly detection techniques for robust decision-making.

• YouTube
• 1 hour
• On-Demand
• Free Online Course

Forecasting and Aligning AI - Jacob Steinhardt

Modern ML systems sometimes undergo qualitative shifts in behavior simply by “scaling up” the number of parameters and training examples. Given this, how can we extrapolate the behavior of future ML systems and ensure that they behave safely and are alig…

• YouTube
• 55 minutes
• On-Demand
• Free Online Course

Opioid Use Disorder Prediction Using AI and Existing Risk Models

Comparative study on AI models for predicting opioid use disorder, showcasing superior performance of transformer-based AI over existing clinical tools and other machine learning approaches.

• YouTube
• 52 minutes
• On-Demand
• Free Video

Multimodal Medical Research of Vision and Language - Jean-Benoit Delbrouck

Explore multimodal medical research combining vision and language, focusing on innovative tasks like Medical Visual Question Answering and Radiology Report Generation using advanced AI architectures and pre-training techniques.

• YouTube
• 50 minutes
• On-Demand
• Free Video

Multimodal Opportunistic Risk Assessment for Ischemic Heart Disease - Juan Manuel

Innovative approach integrating body composition biomarkers from CT scans with electronic medical records to enhance ischemic heart disease risk assessment, outperforming current clinical risk scores.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

Frontiers of Medical AI - Therapeutics and Workflows

Explore cutting-edge AI applications in medicine, focusing on therapeutics and workflow optimization. Learn about AI-driven cancer treatment decisions, protein engineering, and specialized medical search engines.

• YouTube
• 46 minutes
• On-Demand
• Free Video

Smart Physical Systems from the Standpoint of an AI Company

Explore machine learning, deep learning, and their limitations in this seminar. Gain insights into AI applications in autonomous driving, voice control, and image processing.

• YouTube
• 56 minutes
• On-Demand
• Free Online Course

Artificial Intelligence - Principles and Techniques - Autumn 2019

Understand Artificial Intelligence, its principles and techniques with this Standford engineering course.

• YouTube
• 1 day 1 hour
• On-Demand
• Free Online Course

Create a Better User Experience Through AI - Michael Bernstein

Explore AI-driven UX design strategies with Stanford's Michael Bernstein. Learn industry practices, error mitigation, and user-friendly AI implementation for smarter, more personalized digital interfaces.

• YouTube
• 58 minutes
• On-Demand
• Free Video

Design & AI - Envisioning AI-Augmented Products

Explore AI's impact on product design, human-centered techniques for ideation, and future AI-powered innovations with Stanford's Michael Bernstein in this insightful webinar on the intersection of design and artificial intelligence.

• YouTube
• 56 minutes
• On-Demand
• Free Video

The Race for Technological Supremacy - Emerging Technologies and Global Implications

Explore global tech competition, emerging technologies' impact, and policy challenges with experts discussing AI, data privacy, and US-China dynamics in the digital age.

• YouTube
• 59 minutes
• On-Demand
• Free Video