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2484 Courses

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California Institute of Technology
YouTube

Neurosymbolic Synthesis for Trustworthy Machine Learning

Explore neurosymbolic synthesis techniques for building trustworthy machine learning systems with Osbert Bastani from the University of Pennsylvania.
provider YouTube
pricing Free Video
duration 47 minutes
sessions On-Demand
course image
California Institute of Technology
YouTube

Theoretical Aspects of Trustworthy AI

Discover theoretical aspects of trustworthy AI in this insightful talk by Susmit Jha from SRI International, exploring key concepts and challenges in the field.
provider YouTube
pricing Free Video
duration 50 minutes
sessions On-Demand
course image
California Institute of Technology
YouTube

Towards Reasoning with a Million Environment Models

Explore advanced techniques for reasoning with large-scale environment models in AI systems, focusing on theoretical aspects of trustworthy artificial intelligence.
provider YouTube
pricing Free Video
duration 51 minutes
sessions On-Demand
course image
California Institute of Technology
YouTube

Synthesizing Pareto-optimal Interpretations of Black Box ML Models

Explore the synthesis of Pareto-optimal interpretations for black-box ML models, balancing explainability metrics with accuracy using MaxSAT solving techniques that provide PAC-style guarantees.
provider YouTube
pricing Free Video
duration 49 minutes
sessions On-Demand
course image
California Institute of Technology
YouTube

Language Model Guided Synthesis for Lifting

Explore how language models and program synthesis can be combined to automatically lift code to domain-specific languages, enabling efficient code generation for heterogeneous hardware.
provider YouTube
pricing Free Video
duration 48 minutes
sessions On-Demand
course image
California Institute of Technology
YouTube

Prediction-Powered Inference for Trustworthy AI

Explore prediction-powered inference methods with Anastasios Angelopoulos, focusing on theoretical aspects of trustworthy AI and statistical techniques for reliable predictions.
provider YouTube
pricing Free Video
duration 44 minutes
sessions On-Demand
course image
California Institute of Technology
YouTube

The Double Agent: Flipping a GenAI Agent Behavior from Serving an Application to Attacking it using Promptwares

Explore PromptWare attacks that can manipulate GenAI agents from serving applications to attacking them, including DoS exploits and Advanced Promptware Threats that conduct reconnaissance and execute malicious activities.
provider YouTube
pricing Free Video
duration 40 minutes
sessions On-Demand
course image
California Institute of Technology
YouTube

Unlocking Retail Success: How AI, Machine Learning and Optimization Are Transforming Personalization

Discover how AI, machine learning, and optimization techniques can revolutionize retail personalization, balancing enhanced customer experiences with business profitability through data-driven approaches.
provider YouTube
pricing Free Video
duration 1 hour 4 minutes
sessions On-Demand
course image
California Institute of Technology
YouTube

How to Evaluate AI Agents - Part 2

Explore modern evaluation techniques for AI agents, including LLM-as-judge, code-based methods, and human feedback, with practical demonstrations using Arize Phoenix for effective agent assessment.
provider YouTube
pricing Free Video
duration 50 minutes
sessions On-Demand
course image
California Institute of Technology
YouTube

Build a Multimodal Live Streaming Agent with ADK

Discover how to build real-time multimodal AI agents using Google's Agent Development Kit (ADK), which simplifies complex processes like queue requests and event management compared to building directly with Gemini's Live Streaming API.
provider YouTube
pricing Free Video
duration 21 minutes
sessions On-Demand

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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!