YouTube

2408 Courses

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California Institute of Technology
YouTube

AGI is Already Here - Redefining Intelligence Through Compound AI Systems

Explore how compound AI systems that combine LLMs with data and tools create intelligence rivaling human capabilities, offering insights for building AI workflows and general-purpose agents that outperform humans.
provider YouTube
pricing Free Video
duration 41 minutes
sessions On-Demand
course image
California Institute of Technology
YouTube

Building an LLM-Powered Analytics Slack Bot at Twitch

Discover how to build an LLM-powered analytics bot for Slack that enhances data operations through SQL query generation, chat summarization, and account lookups using AWS services at Twitch.
provider YouTube
pricing Free Video
duration 33 minutes
sessions On-Demand
course image
California Institute of Technology
YouTube

Revolutionize AI Engineering with AutoGen

Discover Microsoft's AutoGen framework for building AI agent systems that transform complex workflows, accelerate timelines, boost accuracy, and reduce costs through automation.
provider YouTube
pricing Free Video
duration 32 minutes
sessions On-Demand
course image
California Institute of Technology
YouTube

Building Reliable Agentic AI Systems

Explore how to build reliable agentic AI systems from stochastic components, drawing inspiration from robotics, cybernetics, and biology to develop intuitions for non-deterministic decision making systems.
provider YouTube
pricing Free Video
duration 27 minutes
sessions On-Demand
course image
California Institute of Technology
YouTube

How to Solve Error Cascades in Agents - Eval Agents

Explore how errors compound in multi-turn AI systems and learn to use "eval agents" for trajectory evaluation to improve agent performance through real-world failure examples and practical assessment techniques.
provider YouTube
pricing Free Video
duration 39 minutes
sessions On-Demand
course image
California Institute of Technology
YouTube

The Future of Guardrails - Risk Management Frameworks for Generative AI Applications

Explore comprehensive risk management frameworks for generative AI applications, covering reliability assessment approaches for RAG-augmented chatbots and autonomous agents to minimize failure modes in real-world deployments.
provider YouTube
pricing Free Video
duration 31 minutes
sessions On-Demand
course image
California Institute of Technology
YouTube

AI Cram Session - Demystifying Machine Learning Concepts

Dive into a beginner-friendly exploration of machine learning concepts, acronyms, and mathematical foundations through colorful illustrations and metaphors designed to demystify AI engineering.
provider YouTube
pricing Free Video
duration 33 minutes
sessions On-Demand
course image
California Institute of Technology
YouTube

AI-Powered Automation: Supercharge Data Intensive Workflows with Intelligent Agents

Discover how to transform unstructured data into actionable insights using AI agents, automating data-intensive workflows for analysts and knowledge workers dealing with PDFs, contracts, and regulatory documents.
provider YouTube
pricing Free Video
duration 27 minutes
sessions On-Demand
course image
California Institute of Technology
YouTube

Analytics and the Dark Side of the Analytics Development Lifecycle

Explore the unintended consequences of the Analytics Development Lifecycle, including stakeholder marginalization and bottlenecks, and discover solutions for restoring data access while maintaining governance standards.
provider YouTube
pricing Free Video
duration 32 minutes
sessions On-Demand
course image
California Institute of Technology
YouTube

No More BS: How and When to Really Leverage AI

Discover practical frameworks for AI implementation assessment, learning when to choose AI versus simpler methods. Gain data-driven perspectives on building quality foundations and governance before pursuing AI solutions.
provider YouTube
pricing Free Video
duration 26 minutes
sessions On-Demand

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Pluses of online education in AI

With the development of artificial intelligence technologies, online education will play an increasingly important role in training specialists in this field. The opportunity to learn advanced technologies and methods, exchange experiences with colleagues from around the world and participate in real-life projects will make online learning in the field of AI an integral part of the education of the future!