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Formal & Physical Sciences AI — Models & Research

Stanford CS229 Machine Learning | Spring 2026 | Lecture 6: Dataset Split, ML Advice

Chris Ré, Tengyu Ma

July 30, 2026 78 min

★ ★ ★ ★ ☆ 4/5

Bias-Variance TradeoffOverfittingRegularization

Formal & Physical Sciences AI — Models & Research

Stanford CS229 Machine Learning | Spring 2026 | Lecture 5: Gaussian Discriminant Analysis

Chris Ré

July 30, 2026 81 min

★ ★ ★ ★ ☆ 4/5

Gaussian Discriminant AnalysisGenerative ModelsMachine Learning

Formal & Physical Sciences AI — Models & Research

Stanford CS229 Machine Learning | Spring 2026 | Lecture 4: Exponential Family, GLMs Classification

Stanford Online

July 29, 2026 74 min

★ ★ ★ ★ ★ 5/5

Machine LearningExponential FamilyGeneralized Linear Models

Formal & Physical Sciences AI — Models & Research

Stanford CS229 Machine Learning | Spring 2026 | Lecture 3: Weighted Least Squares

Chris Ré and Tengyu Ma

July 29, 2026 62 min

★ ★ ★ ★ ☆ 4/5

Machine LearningLogistic RegressionMaximum Likelihood

Formal & Physical Sciences AI — Models & Research

Stanford CS229 Machine Learning | Spring 2026 | Lecture 2: Supervised Learning Setup

Chris Ré

July 29, 2026 78 min

★ ★ ★ ★ ☆ 4/5

Supervised LearningLinear RegressionGradient Descent

Formal & Physical Sciences AI — Models & Research

Stanford CS229 Machine Learning | Spring 2026 | Lecture 1: Introduction

Tengyu Ma

July 29, 2026 36 min

★ ★ ★ ★ ☆ 4/5

Machine LearningStanfordCS229

Humanities, Social Sciences & Thought Economics & Finance

Stanford MS&E435 Economics of the AI Supercycle | Spring 2026 | The GPU Economy

Stanford Online

July 23, 2026 56 min

★ ★ ★ ★ ☆ 4/5

AI EconomicsGPUInference

Applied Sciences & Engineering Control & Robotics

Stanford Robotics Seminar ENGR319 | Winter 2025 | Embodied Intelligence

Lining Yao

July 22, 2026 66 min

★ ★ ★ ★ ☆ 4/5

Embodied IntelligenceMorphing MaterialsSoft Robotics

Humanities, Social Sciences & Thought Economics & Finance

Stanford MS&E435 Economics of the AI Supercycle | Spring 2026 | Economics of Generative AI

Apoorv Agrawal

July 17, 2026 34 min

★ ★ ★ ★ ☆ 4/5

AI EconomicsGenerative AIValue Chain

Humanities, Social Sciences & Thought Economics & Finance

Stanford MS&E435 Economics of the AI Supercycle | Spring 2026 | Infrasctructure, Enterprise AI, SaaS

Ali Ghodsi

July 13, 2026 39 min

★ ★ ★ ★ ☆ 4/5

AIEnterprise AISaaS

Applied Sciences & Engineering Economics & Finance

Stanford CS153 Frontier Systems | Building the Frontier Ecosystem

Stanford Online

June 29, 2026 57 min

★ ★ ★ ★ ☆ 4/5

AI StrategyMicrosoftFrontier Models

Applied Sciences & Engineering AI — Models & Research

Stanford MS&E435 Economics of the AI Supercycle | Spring 2026 | Applications, Coding AI

Stanford Online

June 23, 2026 49 min

★ ★ ★ ★ ☆ 4/5

AIVercelCoding Agents

Formal & Physical Sciences AI — Models & Research

Stanford CS153 Frontier Systems | Scale, AGI, and the Future of Everything

Stanford Online

June 15, 2026 41 min

★ ★ ★ ★ ☆ 4/5

AGIScaling LawsStartups

Applied Sciences & Engineering Economics & Finance

Stanford MS&E435 Economics of the AI Supercycle | Spring 2026 | Applications, Applied AI

Stanford Online

June 5, 2026 49 min

★ ★ ★ ★ ☆ 4/5

AI InfrastructureInferenceCustom Models

Formal & Physical Sciences AI — Models & Research

Stanford CS25: Transformers United V6 I From Language Models to Native Multimodal Intelligence

Victoria Lin (Thinking Machines Lab)

June 4, 2026 64 min

★ ★ ★ ★ ☆ 4/5

MultimodalTransformersLarge Language Models

Formal & Physical Sciences AI — Models & Research

Stanford CME296 Diffusion & Large Vision Models | Spring 2026 | Lecture 8 - Trending Topics

Afshine Amidi, Shervine Amidi

June 1, 2026 109 min

★ ★ ★ ★ ☆ 4/5

Diffusion ModelsFlow MatchingLarge Vision Models

Humanities, Social Sciences & Thought Economics & Finance

Stanford MS&E435 Economics of the AI Supercycle | Spring 2026 | Infrastructure, Capstone Case

Stanford Online

May 27, 2026 46 min

★ ★ ★ ★ ☆ 4/5

AI InfrastructureCompute EconomicsOpenAI

Formal & Physical Sciences AI — Models & Research

Stanford CS336 Language Modeling from Scratch | Spring 2026 | Lecture 15: Mid/Post-Training

Percy Liang, Tatsunori Hashimoto

May 27, 2026 79 min

★ ★ ★ ★ ☆ 4/5

Post-TrainingSFTRLHF

Applied Sciences & Engineering AI — Models & Research

Stanford MS&E435 Economics of the AI Supercycle | Spring 2026 | Enterprise Internal Knowledge

Yash Patil

May 22, 2026 48 min

★ ★ ★ ★ ☆ 4/5

AIEnterpriseModels

Applied Sciences & Engineering Control & Robotics

Stanford Robotics Seminar ENGR319 | Spring 2026 | Interactive Autonomy

Negar Mehr

May 20, 2026 71 min

★ ★ ★ ★ ☆ 4/5

Multi-Agent SystemsGame TheoryRobotics

Applied Sciences & Engineering AI — Models & Research

Stanford Robotics Seminar ENGR319 | Spring 2026 | Integrated Learning and Planning

Jiayuan Mao

May 20, 2026 57 min

★ ★ ★ ★ ☆ 4/5

Neuro-SymbolicRoboticsPlanning

Humanities, Social Sciences & Thought Economics & Finance

Stanford CS153 Frontier Systems | The AI Native Company: How One Founder Becomes a 1000x Engineer

Stanford Online

May 20, 2026 47 min

★ ★ ★ ★ ☆ 4/5

AI-Native CompaniesY CombinatorAgentic Coding

Applied Sciences & Engineering Computing & Cybersecurity

Stanford CS153 Frontier Systems | Jensen Huang from NVIDIA on the Compute Behind Intelligence

Jensen Huang

May 13, 2026 68 min

★ ★ ★ ★ ☆ 4/5

NVIDIAAI InfrastructureCo-Design

Applied Sciences & Engineering AI — News & Applications

Stanford CS153 Frontier Systems | Anjney Midha from AMP PBC on Frontier Systems

Anjney Midha

April 30, 2026 65 min

★ ★ ★ ★ ☆ 4/5

AI InfrastructureComputeAI Stack

Formal & Physical Sciences AI — Models & Research

Stanford CS25: Transformers United V6 I From Representation Learning to World Modeling

Hazel Nam & Lucas Maes

April 22, 2026 71 min

★ ★ ★ ★ ☆ 4/5

TransformersWorld ModelsJEPA

Formal & Physical Sciences Computing & Cybersecurity

Stanford CS336 Language Modeling from Scratch | Spring 2026 | Lecture 5: GPUs, TPUs

Tatsunori Hashimoto

April 20, 2026 78 min

★ ★ ★ ★ ★ 5/5

GPUTPUCUDA

Formal & Physical Sciences AI — Models & Research

Stanford CS336 Language Modeling from Scratch | Spring 2026 | Lecture 4: Attention Alternatives

Percy Liang, Tatsunori Hashimoto

April 15, 2026 86 min

★ ★ ★ ★ ★ 5/5

Attention MechanismsLinear AttentionState Space Models

Formal & Physical Sciences AI — Models & Research

Stanford CS336 Language Modeling from Scratch | Spring 2026 | Lecture 3: Architectures

Tatsunori Hashimoto

April 15, 2026 89 min

★ ★ ★ ★ ★ 5/5

TransformerLanguage ModelsArchitecture

Formal & Physical Sciences AI — Models & Research

Stanford CS336 Language Modeling from Scratch | Spring 2026 | Lecture 2: PyTorch (einops)

Percy Liang

April 14, 2026 77 min

★ ★ ★ ★ ☆ 4/5

PyTorchTensorsMixed Precision

Formal & Physical Sciences AI — Models & Research

Stanford CS336 Language Modeling from Scratch | Spring 2026 | Lecture 1: Overview, Tokenization

Percy Liang, Tatsunori Hashimoto, Marcel, Herman, Steven

April 14, 2026 79 min

★ ★ ★ ★ ★ 5/5

Language ModelsTokenizationTransformer

Formal & Physical Sciences AI — Models & Research

Stanford CME296 Diffusion & Large Vision Models | Spring 2026 | Lecture 2 - Score matching

Afshine Amidi, Shervine Amidi

April 14, 2026 108 min

★ ★ ★ ★ ★ 5/5

Score MatchingDiffusion ModelsGenerative Models

Formal & Physical Sciences AI — Models & Research

Stanford CME296 Diffusion & Large Vision Models | Spring 2026 | Lecture 1 - Diffusion

Afshine Amidi, Shervine Amidi

April 10, 2026 106 min

★ ★ ★ ★ ★ 5/5

Diffusion ModelsImage GenerationMachine Learning

Formal & Physical Sciences AI — News & Applications

Stanford CS221 | Autumn 2025 | Lecture 1: Course Overview and AI Foundations

Percy Liang

March 9, 2026 66 min

★ ★ ★ ★ ☆ 4/5

Artificial IntelligenceMachine LearningPerception

Humanities, Social Sciences & Thought Personal Development

Stanford CS230 | Autumn 2025 | Lecture 9: Career Advice in AI

Stanford Online

December 17, 2025 105 min

★ ★ ★ ★ ☆ 4/5

Career AdviceAI IndustryProduct Management

Formal & Physical Sciences AI — Models & Research

Stanford CS230 | Autumn 2025 | Lecture 10: What’s Going On Inside My Model?

Andrew Ng, Kian Katanforoosh

December 15, 2025 106 min

★ ★ ★ ★ ☆ 4/5

InterpretabilityDeep LearningCNN

Formal & Physical Sciences AI — Models & Research

Stanford CME295 Transformers & LLMs | Autumn 2025 | Lecture 9 - Recap & Current Trends

Afshine Amidi and Shervine Amidi

December 9, 2025 111 min

★ ★ ★ ★ ★ 5/5

TransformersLarge Language ModelsStanford

Formal & Physical Sciences AI — Models & Research

Stanford CS224R Deep Reinforcement Learning | Spring 2025 | Lecture 3: Policy Gradients

Chelsea Finn

December 8, 2025 62 min

★ ★ ★ ★ ★ 5/5

Reinforcement LearningPolicy GradientsDeep Learning

Formal & Physical Sciences AI — Models & Research

Stanford CS224R Deep Reinforcement Learning | Spring 2025 | Lecture 2: Imitation Learning

Chelsea Finn

December 8, 2025 67 min

★ ★ ★ ★ ★ 5/5

Imitation LearningReinforcement LearningNeural Networks

Applied Sciences & Engineering AI — Models & Research

Stanford CS224R Deep Reinforcement Learning | Spring 2025 | Lecture 16: RL for Robots

Chelsea Finn

December 8, 2025 65 min

★ ★ ★ ★ ☆ 4/5

Reinforcement LearningRoboticsAutonomy

Formal & Physical Sciences AI — Models & Research

Stanford CS224R Deep Reinforcement Learning | Spring 2025 | Lecture 1: Class Intro

Chelsea Finn

December 8, 2025 52 min

★ ★ ★ ★ ★ 5/5

Deep Reinforcement LearningMarkov Decision ProcessesStanford