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2458 Courses

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California Institute of Technology
YouTube

Uncertainty AI: Breakthrough for Human-AI Reasoning

Discover how Google's Uncertainty AI framework in MedAI creates a blueprint for human-aligned AI by implementing iterative, transparent reasoning processes that mirror clinical decision-making in high-stakes domains.
provider YouTube
pricing Free Video
duration 14 minutes
sessions On-Demand
course image
California Institute of Technology
YouTube

A Smarter Way to Fine-Tune LLMs - Unlock Deeper Reasoning

Discover a smarter approach to fine-tuning Large Language Models that enhances their reasoning capabilities and generalization from in-context learning, based on research from Google DeepMind.
provider YouTube
pricing Free Video
duration 19 minutes
sessions On-Demand
course image
California Institute of Technology
YouTube

RAG in Generative AI: Demystifying Retrieval-Augmented Generation

Demystify RAG technology in generative AI, understanding how it grounds models in verified data to reduce hallucinations while exploring implementation challenges and practical applications in AWS Bedrock.
provider YouTube
pricing Free Video
duration 45 minutes
sessions On-Demand
course image
California Institute of Technology
YouTube

Claude Code Review: Pattern Matching, Not Intelligence

Explore the reality behind Anthropic's Claude Code tool - a powerful pattern matching system rather than true AI, with practical advice on leveraging it effectively while avoiding common pitfalls.
provider YouTube
pricing Free Video
duration 11 minutes
sessions On-Demand
course image
California Institute of Technology
YouTube

Reframing GenAI as Not AI - Generative Search, Auto-Complete and Pattern Matching

Uncover the reality behind AI hype: what we call "AI" is actually generative search and pattern matching without true intelligence. Learn why reframing these technologies as IT tools rather than magical solutions leads to better implementation.
provider YouTube
pricing Free Video
duration 17 minutes
sessions On-Demand
course image
California Institute of Technology
YouTube

Controlling My Mac With Claude Code and LLM OS MCP Servers

Explore how to control Mac systems using Claude's code capabilities and implement "LLM OS" MCP servers for advanced automation.
provider YouTube
pricing Free Video
duration 13 minutes
sessions On-Demand
course image
California Institute of Technology
YouTube

Custom, Compact, and Composite AI Systems

Explore the evolution of AI systems from monolithic models to "compound" systems and "agentic" frameworks, focusing on the Custom, Compact, and Composite AI with Neurosymbolic approach for building robust, intelligent AI.
provider YouTube
pricing Free Video
duration 1 hour 2 minutes
sessions On-Demand
course image
California Institute of Technology
YouTube

Harnessing Autonomous Vehicles for Smarter Traffic Management

Explore how autonomous vehicles can be strategically deployed to improve traffic efficiency across highways, routing networks, and toll lanes, with innovative models for mixed human-autonomous vehicle environments.
provider YouTube
pricing Free Video
duration 1 hour 1 minute
sessions On-Demand
course image
California Institute of Technology
YouTube

Transformative AI and Single-Cell Technologies Revolutionizing Healthcare

Explore how AI and single-cell technologies are revolutionizing healthcare through multimodal approaches to omics data, uncovering relationships between genes, RNA, proteins, and metabolites for improved disease understanding and treatment.
provider YouTube
pricing Free Video
duration 23 minutes
sessions On-Demand
course image
California Institute of Technology
YouTube

Deploying GenAI: Overcoming Challenges in Performance, Security, and Efficiency

Discover systematic approaches for deploying generative AI models on resource-constrained devices, balancing performance with hardware limitations through compression techniques and optimization strategies for real-world applications.
provider YouTube
pricing Free Video
duration 25 minutes
sessions On-Demand

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