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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

Formal & Physical Sciences AI — News & Applications

Stanford CME295 Transformers & LLMs | Autumn 2025 | Lecture 8 - LLM Evaluation

Afshine Amidi, Shervine Amidi

December 2, 2025 109 min

★ ★ ★ ★ ☆ 4/5

LLM EvaluationLLM-as-a-JudgeBenchmarks

Formal & Physical Sciences AI — Models & Research

Stanford CS230 | Autumn 2025 | Lecture 8: Agents, Prompts, and RAG

Andrew Ng, Kian Katanforoosh

November 21, 2025 109 min

★ ★ ★ ★ ★ 5/5

AgentsPromptingRAG

Formal & Physical Sciences AI — Models & Research

Stanford CME295 Transformers & LLMs | Autumn 2025 | Lecture 7 - Agentic LLMs

Afshine Amidi, Shervine Amidi

November 18, 2025 109 min

★ ★ ★ ★ ★ 5/5

RAGLLMAgents

Formal & Physical Sciences Computing & Cybersecurity

Stanford CS193p: iOS Development with SwiftUI | 2025 | L2: Code Breaker App

Paul Hegarty

November 14, 2025 66 min

★ ★ ★ ★ ★ 5/5

SwiftUIIOS DevelopmentView Modifiers

Applied Sciences & Engineering Computing & Cybersecurity

Stanford CS193p: iOS Development with SwiftUI | 2025 | L1: Intro to Xcode and SwiftUI

Paul Hegarty

November 14, 2025 70 min

★ ★ ★ ★ ★ 5/5

SwiftUIIOS DevelopmentXcode

Formal & Physical Sciences AI — Models & Research

Stanford CME295 Transformers & LLMs | Autumn 2025 | Lecture 6 - LLM Reasoning

Afshine Amidi and Shervine Amidi

November 14, 2025 107 min

★ ★ ★ ★ ☆ 4/5

LLMReasoningReinforcement Learning

Formal & Physical Sciences AI — Models & Research

Stanford CME295 Transformers & LLMs | Autumn 2025 | Lecture 5 - LLM tuning

Afshine Amidi, Shervine Amidi

November 14, 2025 107 min

★ ★ ★ ★ ☆ 4/5

LLMRLHFPPO

Humanities, Social Sciences & Thought AI — News & Applications

AI & Cybersecurity: Dan Boneh Interviews Sam Altman

Dan Boneh, Sam Altman

November 11, 2025 39 min

★ ★ ★ ★ ☆ 4/5

AICybersecuritySam Altman

Formal & Physical Sciences AI — Models & Research

Stanford AA228 Decision Making Under Uncertainty | Autumn 2025 | Bayesian Structure Learning

Amelia Hardy

November 6, 2025 79 min

★ ★ ★ ★ ☆ 4/5

Bayesian NetworksStructure LearningParameter Learning

Applied Sciences & Engineering AI — News & Applications

Stanford CS230 | Autumn 2025 | Lecture 6: AI Project Strategy

Andrew Ng, Kian Katanforoosh

November 5, 2025 75 min

★ ★ ★ ★ ★ 5/5

AI Project StrategyDeep LearningWake Word Detection

Formal & Physical Sciences AI — Models & Research

Stanford CS230 | Autumn 2025 | Lecture 5: Deep Reinforcement Learning

Andrew Ng, Kian Katanforoosh

October 31, 2025 105 min

★ ★ ★ ★ ☆ 4/5

Reinforcement LearningDeep LearningRLHF

Formal & Physical Sciences AI — Models & Research

Stanford CS230 | Autumn 2025 | Lecture 4: Adversarial Robustness and Generative Models

Andrew Ng, Kian Katanforoosh

October 21, 2025 107 min

★ ★ ★ ★ ★ 5/5

Adversarial RobustnessGenerative ModelsGANs

Formal & Physical Sciences AI — Models & Research

Stanford CME295 Transformers & LLMs | Autumn 2025 | Lecture 4 - LLM Training

Afshine Amidi, Shervine Amidi

October 21, 2025 107 min

★ ★ ★ ★ ☆ 4/5

LLMPretrainingFine-Tuning

Formal & Physical Sciences AI — Models & Research

Stanford Global Alumni Webinar | August 2025 | AI Agent Simulation of Human Behavior

Stanford Online

October 17, 2025 46 min

★ ★ ★ ★ ☆ 4/5

AI AgentsHuman Behavior SimulationGenerative Agents

Formal & Physical Sciences AI — Models & Research

Stanford CME295 Transformers & LLMs | Autumn 2025 | Lecture 3 - Tranformers & Large Language Models

Afshine Amidi, Shervine Amidi

October 17, 2025 108 min

★ ★ ★ ★ ★ 5/5

TransformersLarge Language ModelsMixture of Experts

Formal & Physical Sciences AI — Models & Research

Stanford CME295 Transformers & LLMs | Autumn 2025 | Lecture 2 - Transformer-Based Models & Tricks

Afshine Amidi and Shervine Amidi

October 17, 2025 107 min

★ ★ ★ ★ ★ 5/5

TransformersLLMAttention

Formal & Physical Sciences AI — Models & Research

Stanford CME295 Transformers & LLMs | Autumn 2025 | Lecture 1 - Transformer

Afshine Amidi, Shervine Amidi

October 17, 2025 101 min

★ ★ ★ ★ ★ 5/5

TransformerLLMNLP

Applied Sciences & Engineering AI — Models & Research

Stanford CS230 | Autumn 2025 | Lecture 3: Full Cycle of a DL project

Andrew Ng, Kian Katanforoosh

October 15, 2025 67 min

★ ★ ★ ★ ★ 5/5

Deep LearningProject LifecycleData Collection

Formal & Physical Sciences AI — Models & Research

Stanford CS230 | Autumn 2025 | Lecture 2: Supervised, Self-Supervised, & Weakly Supervised Learning

Kian Katanforoosh

October 7, 2025 99 min

★ ★ ★ ★ ☆ 4/5

Supervised LearningSelf-Supervised LearningWeakly Supervised Learning

Formal & Physical Sciences AI — Models & Research

Stanford CS230 | Autumn 2025 | Lecture 1: Introduction to Deep Learning

Andrew Ng, Kian Katanforoosh

October 1, 2025 60 min

★ ★ ★ ★ ★ 5/5

Deep LearningNeural NetworksCS230

Formal & Physical Sciences AI — Models & Research

Stanford CS329H: Machine Learning from Human Preferences | Autumn 2024 | Introduction

Sanmi Koyejo

September 11, 2025 77 min

★ ★ ★ ★ ☆ 4/5

Machine LearningHuman PreferencesAI Alignment

Humanities, Social Sciences & Thought Education

Information Session: Stanford Graduate Degrees, Certificates, and Courses I 2025

Stanford Online

September 3, 2025 51 min

★ ★ ★ ★ ☆ 4/5

StanfordGraduate EducationOnline Learning

Formal & Physical Sciences AI — Models & Research

Stanford CS231N Deep Learning for Computer Vision | Spring 2025 | Lecture 6: CNN Architectures

Zane Durante

September 2, 2025 71 min

★ ★ ★ ★ ★ 5/5

CNNDeep LearningComputer Vision

Formal & Physical Sciences AI — Models & Research

Stanford CS231N Deep Learning for Computer Vision | Spring 2025 | Lecture 16: Vision and Language

Ranjay Krishna

September 2, 2025 69 min

★ ★ ★ ★ ☆ 4/5

MultimodalFoundation ModelsCLIP

Formal & Physical Sciences AI — Models & Research

Stanford CS231N Deep Learning for Computer Vision | Spring 2025 | Lecture 15: 3D Vision

Jiajun Wu

September 2, 2025 71 min

★ ★ ★ ★ ☆ 4/5

3D VisionDeep LearningComputer Vision

Formal & Physical Sciences AI — Models & Research

Stanford CS231N Deep Learning for Computer Vision | Spring 2025 | Lecture 14: Generative Models 2

Justin Johnson

September 2, 2025 72 min

★ ★ ★ ★ ★ 5/5

Generative ModelsDiffusion ModelsDeep Learning

Formal & Physical Sciences AI — Models & Research

Stanford CS231N Deep Learning for Computer Vision | Spring 2025 | Lecture 13: Generative Models 1

Justin Johnson

September 2, 2025 72 min

★ ★ ★ ★ ☆ 4/5

Generative ModelsDeep LearningComputer Vision

Formal & Physical Sciences AI — Models & Research

Stanford CS231N Deep Learning for Computer Vision | Spring 2025 | Lecture 10: Video Understanding

Ruohan Gao, Zane Durante

September 2, 2025 68 min

★ ★ ★ ★ ☆ 4/5

Video UnderstandingDeep LearningComputer Vision

Formal & Physical Sciences AI — Models & Research

Stanford CS231N Deep Learning for Computer Vision | Spring 2025 | Lecture 1: Introduction

Fei-Fei Li, Ehsan Adeli

September 2, 2025 62 min

★ ★ ★ ★ ★ 5/5

Computer VisionDeep LearningCS231N

Formal & Physical Sciences AI — Models & Research

Stanford CS231N | Spring 2025 | Lecture 9: Object Detection, Image Segmentation, Visualizing

Ehsan Adeli

September 2, 2025 73 min

★ ★ ★ ★ ☆ 4/5

Object DetectionImage SegmentationVisualization

Formal & Physical Sciences AI — Models & Research

Stanford CS231N | Spring 2025 | Lecture 8: Attention and Transformers

Justin Johnson

September 2, 2025 66 min

★ ★ ★ ★ ★ 5/5

AttentionTransformersDeep Learning

Formal & Physical Sciences AI — Models & Research

Stanford CS231N | Spring 2025 | Lecture 7: Recurrent Neural Networks

Zane Durante

September 2, 2025 71 min

★ ★ ★ ★ ☆ 4/5

Recurrent Neural NetworksLSTMGRU

Formal & Physical Sciences AI — Models & Research

Stanford CS231N | Spring 2025 | Lecture 5: Image Classification with CNNs

Justin Johnson

September 2, 2025 68 min

★ ★ ★ ★ ☆ 4/5

CNNImage ClassificationDeep Learning

Formal & Physical Sciences AI — Models & Research

Stanford CS231N | Spring 2025 | Lecture 4: Neural Networks and Backpropagation

Ehsan Adeli

September 2, 2025 76 min

★ ★ ★ ★ ★ 5/5

Neural NetworksBackpropagationDeep Learning

Formal & Physical Sciences AI — Models & Research

Stanford CS231N | Spring 2025 | Lecture 3: Regularization and Optimization

Zane Durante

September 2, 2025 68 min

★ ★ ★ ★ ★ 5/5

Deep LearningRegularizationOptimization

Formal & Physical Sciences AI — Models & Research

Stanford CS231N | Spring 2025 | Lecture 2: Image Classification with Linear Classifiers

Fei-Fei Li, Ehsan Adeli

September 2, 2025 67 min

★ ★ ★ ★ ★ 5/5

Computer VisionImage ClassificationLinear Classifiers

Formal & Physical Sciences AI — Models & Research

Stanford CS231N | Spring 2025 | Lecture 12: Self-Supervised Learning

Ehsan Adeli

September 2, 2025 74 min

★ ★ ★ ★ ☆ 4/5

Self-Supervised LearningComputer VisionContrastive Learning

Formal & Physical Sciences AI — Models & Research

Stanford CS231N | Spring 2025 | Lecture 11: Large Scale Distributed Training

Justin Johnson

September 2, 2025 72 min

★ ★ ★ ★ ★ 5/5

Distributed TrainingGPU ArchitectureDeep Learning