Courses

6076 Courses

California Institute of Technology
YouTube

Building Adaptive and Resilient AI

Embark on a journey into the world of artificial intelligence with Zhenyi Wang from the University of Maryland. Discover innovative strategies and methodologies for creating more adaptive and resilient AI systems. This insightful exploration will delve into the latest advancements and techniques aimed at enhancing the robustness and adaptabil.
provider YouTube
pricing Free Video
duration 55 minutes
sessions On-Demand
California Institute of Technology
YouTube

Reality Check: AI Won't Magically Save Us

Explore the common misconceptions about artificial intelligence and learn why it's not a one-size-fits-all solution for humanity's challenges. This course provides insights into the realistic capabilities and limitations of AI, helping you understand what to expect from this rapidly evolving technology. Brought to you by the experts at YouTube.
provider YouTube
pricing Free Video
duration 11 minutes
sessions On-Demand
California Institute of Technology
YouTube

Experimenting with Foundation Models: Accessible Ways to Learn About LLMs and AI

Uncover cost-effective techniques to delve into Foundation Models and Large Language Models (LLMs) using Amazon Bedrock along with Python. Enhance your practical AI skills through insightful demos and tutorials presented by AWS Hero Faye Ellis. Additionally, seize the opportunity to learn about the in-demand AI skills vital for 2025. This ev.
provider YouTube
pricing Free Video
duration 49 minutes
sessions On-Demand
California Institute of Technology
YouTube

Trustworthy and Continually Adaptable Multimodal AI Systems

Join Jaehong Yoon from UNC Chapel Hill as he delves into the creation of trustworthy multimodal AI systems that exhibit the ability to adapt continuously. This insightful presentation will enhance your understanding of cutting-edge AI technologies and their real-world applications. Perfect for enthusiasts and professionals interested in the evo.
provider YouTube
pricing Free Video
duration 1 hour 20 minutes
sessions On-Demand
California Institute of Technology
YouTube

VerMCTS: Synthesizing Multi-Step Programs using a Verifier, a Large Language Model, and Tree Search

Join us as we delve into VerMCTS, a groundbreaking technique in program synthesis that brings together the power of verifiers, large language models (LLMs), and Monte Carlo Tree Search (MCTS). This cutting-edge approach focuses on producing reliable and validated programs in languages like Dafny and Coq. Witness how VerMCTS outperforms convent.
provider YouTube
pricing Free Video
duration 21 minutes
sessions On-Demand
California Institute of Technology
YouTube

Automated Playing of Survival Video Games with Commonsense Reasoning

Immerse yourself in the fascinating intersection of artificial intelligence and gaming as we explore how answer set programming combined with commonsense reasoning can enhance automated gameplay in the popular survival game Don't Starve. This course delves into developing a sophisticated agent capable of outperforming novice players through.
provider YouTube
pricing Free Video
duration 22 minutes
sessions On-Demand
California Institute of Technology
YouTube

A Weighted Bipolar Argumentation Framework and its ASP-based Implementation

Join us as we explore a groundbreaking approach to argumentation with the Weighted Bipolar Argumentation Framework (WBAF). This advanced system adeptly manages both attack and support relationships between arguments by incorporating argument weights, providing a more nuanced understanding of the dynamics involved. Gain insights into the ASP-ba.
provider YouTube
pricing Free Video
duration 23 minutes
sessions On-Demand
California Institute of Technology
YouTube

Finding Good Programs by Avoiding Bad Ones

Finding Good Programs by Avoiding Bad Ones Delve into the innovative field of program synthesis by learning how to prove unrealizability, an essential concept that bridges formal methods with LLM-based code generation. This course illustrates how these techniques are paving the way for more sophisticated AI-assisted programming solutions. J.
provider YouTube
pricing Free Video
duration 1 hour 4 minutes
sessions On-Demand
California Institute of Technology
YouTube

Learning Agents Using Q-Learning: Theory and Code - Agentic AI Course Lecture 13

Join us in Lecture 13 of the Agentic AI Course as we delve into the world of Q-Learning. This session provides a comprehensive look at reinforcement learning through detailed theoretical insights and practical Python implementation. You will gain essential knowledge about learning agents and explore the intricacies of Q-tables and epsilon.
provider YouTube
pricing Free Video
duration 39 minutes
sessions On-Demand
California Institute of Technology
YouTube

Automated Program Refinement: Guide and Verify Code Large Language Model with Refinement Calculus

Join the forefront of technology with Refine4LLM, a revolutionary method that guides and verifies code generated by Large Language Models. Leveraging program refinement techniques, this approach not only ensures correctness but also aims to make formal methods more accessible to a wider audience. Delve into the intersection of AI and computer.
provider YouTube
pricing Free Video
duration 19 minutes
sessions On-Demand

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