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2484 Courses

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California Institute of Technology
YouTube

Universal Optimal Control, Reinforcement Learning, and Reaching Goals in LLMs

Explore universal optimal control theory and how reinforcement learning techniques can be applied to help Large Language Models achieve specific goals with Yann Ollivier from Meta's FAIR.
provider YouTube
pricing Free Video
duration 54 minutes
sessions On-Demand
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California Institute of Technology
YouTube

Productionizing LLMs at Scale for Real-World Commerce

Discover how Mirakl built an AI-powered catalog onboarding system using fine-tuned LLMs, covering architecture choices, LoRA adapters, elastic autoscaling, and cost optimization strategies for e-commerce applications.
provider YouTube
pricing Free Video
duration 25 minutes
sessions On-Demand
course image
California Institute of Technology
YouTube

How Nubank Uses Foundation Models for Financial Data

Discover how Nubank trains foundation models on billions of transactions to develop rich customer representations, revealing how scaling laws improve financial applications while maintaining privacy standards.
provider YouTube
pricing Free Video
duration 21 minutes
sessions On-Demand
course image
California Institute of Technology
YouTube

From Batch to Personalized: Attentive's Journey with Ray and Anyscale

Discover how Attentive transformed digital marketing with AI-powered personalization using Ray and Anyscale, including optimization strategies for large-scale recommendation systems and practical solutions for ML infrastructure challenges.
provider YouTube
pricing Free Video
duration 25 minutes
sessions On-Demand
course image
California Institute of Technology
YouTube

AI Against AI: Empowering Human Creativity in the Age of Misinformation

Discover how the News Polygraph project uses AI tools to combat disinformation through fact-checking, deepfake detection, and content verification while maintaining human oversight in journalism.
provider YouTube
pricing Free Video
duration 23 minutes
sessions On-Demand
course image
California Institute of Technology
YouTube

Advancing Human-Machine Interface Systems Through AI

Explore how AI can decode neural intent from non-invasive muscle signals to enhance human-machine interaction, with applications in prosthetics, rehabilitation, and assistive technologies.
provider YouTube
pricing Free Video
duration 1 hour 8 minutes
sessions On-Demand
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California Institute of Technology
YouTube

Joy Isn't Fluff: How Gratitude, Fun, and Laughter Can Actually Save Your School and Your Sanity

Discover the neuroscience of joy, gratitude, and play as strategic leadership tools for educators. Learn practical culture-shifting strategies and AI-powered time-savers to combat burnout and reclaim energy in schools.
provider YouTube
pricing Free Video
duration 43 minutes
sessions On-Demand
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California Institute of Technology
YouTube

AI in Retail - Advancing Promo Demand Forecasting

Discover how AI-driven demand forecasting reduces errors by 2.5x in retail, optimizing promotions, inventory distribution, and supply chain scheduling for enhanced operational efficiency and profitability.
provider YouTube
pricing Free Video
duration 30 minutes
sessions On-Demand
course image
California Institute of Technology
YouTube

Spatio-Temporal AI Modeling for Urban Traffic Calibration - A SUMO-Based Approach

Discover how AI and spatio-temporal learning techniques can optimize urban traffic flow through digital twin simulations, using Dynamic Spatio-Temporal Graph Attention Networks to predict and calibrate traffic patterns in real-time.
provider YouTube
pricing Free Video
duration 16 minutes
sessions On-Demand
course image
California Institute of Technology
YouTube

Arm Edge AI Strategy

Discover how Arm is responding to changes in the IoT landscape in this keynote by John Thompson.
provider YouTube
pricing Free Video
duration 13 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!