Formal & Physical Sciences AI — Models & ResearchENMLT | Week-10 | Live SessionAvinash SinghAugust 24, 2026 103 min★ ★ ★ ☆ ☆ 3/5SVMMachine LearningMargin
Applied Sciences & Engineering AI — Models & ResearchENLec 32: Scaling, Horovod, and Picking the Right ToolDr. Satyajit Das and Prof. Satyadhyan ChickerurAugust 24, 2026 12 min★ ★ ★ ★ ☆ 4/5Distributed TrainingScalingHorovod
Formal & Physical Sciences AI — Models & ResearchENLec 31: NCCL, All-reduce, and Multi-nodeDr. Satyajit Das and Prof. Satyadhyan ChickerurAugust 24, 2026 14 min★ ★ ★ ☆ ☆ 3/5NCCLDistributed TrainingAll-Reduce
Humanities, Social Sciences & Thought AI — Models & ResearchEN78. Sonnet 5, Meta Cloud y la guerra de infraestructuraHorizonte ArtificialAugust 24, 2026 55 min★ ★ ★ ☆ ☆ 3/5AnthropicMeta CloudAI Infrastructure
Formal & Physical Sciences AI — Models & ResearchENOn Policy Distillation - Using LLMs to train better LLMsNeural Breakdown with AVBAugust 23, 2026 30 min★ ★ ★ ★ ☆ 4/5On-Policy DistillationKnowledge DistillationLLM Training
Formal & Physical Sciences AI — Models & ResearchENCharla “Minería en Quimio-informática: Cómo extraer compuestos valiosos de bases de datos”Linda SalasAugust 22, 2026 50 min★ ★ ★ ★ ☆ 4/5CheminformaticsVirtual ScreeningMolecular Databases
Formal & Physical Sciences AI — Models & ResearchENWhen Compressibility Replaces Smoothness: Bridging Machine Learning, Dynamical Systems and Algorithmic Information Theory via Kolmogorov and Solomonoff KernelsDr. Boumediene HamziAugust 21, 2026 43 min★ ★ ★ ★ ☆ 4/5Kolmogorov ComplexityKernel MethodsDynamical Systems
Formal & Physical Sciences AI — Models & ResearchENCode a Reinforcement Learning Library in C from Scratch (Full Course)Harsh Bhatt (via freeCodeCamp.org)August 19, 2026 138 min★ ★ ★ ★ ☆ 4/5C ProgrammingReinforcement LearningAutograd
Formal & Physical Sciences AI — Models & ResearchENI trained a Reasoning Language Model with RL on an unverifiable taskNeural Breakdown with AVBAugust 16, 2026 36 min★ ★ ★ ★ ☆ 4/5Reinforcement LearningLanguage ModelsReward Modeling
Formal & Physical Sciences AI — Models & ResearchENMLT | Week-7 & 8 | Revision SessionMLT cs2007August 15, 2026 122 min★ ★ ★ ★ ☆ 4/5Machine LearningEntropyDecision Trees
Applied Sciences & Engineering AI — Models & ResearchENUnveil the unseen: uncover hidden information in concrete with machine learningDr. Gareth ConduitAugust 14, 2026 32 min★ ★ ★ ★ ☆ 4/5Machine LearningConcreteMaterials Science
Formal & Physical Sciences AI — Models & ResearchENLec 28: Efficient LLM fine-tuning using peft and LoRADr. Satyajit Das and Prof. Satyadhyan ChickerurAugust 14, 2026 26 min★ ★ ★ ★ ☆ 4/5LoRAPEFTFine-Tuning
Formal & Physical Sciences AI — Models & ResearchENLec 27: Transfer learning for large modelsDr. Satyajit Das and Prof. Satyadhyan ChickerurAugust 14, 2026 35 min★ ★ ★ ★ ☆ 4/5Transfer LearningLarge Language ModelsFine-Tuning
Applied Sciences & Engineering AI — Models & ResearchENWhy Great Models Fail: Lessons From 9 Years of Deploying ML Models - Megan RobertsonMegan RobertsonAugust 13, 2026 59 min★ ★ ★ ★ ☆ 4/5Machine LearningML ProductionModel Deployment
Applied Sciences & Engineering AI — Models & ResearchENStanford AA203 Optimal and Learning-Based Control | Spring 2026 | Lecture 19: Model-Based RLStanford OnlineAugust 13, 2026 81 min★ ★ ★ ★ ☆ 4/5Reinforcement LearningModel-Based RLOptimal Control
Formal & Physical Sciences AI — Models & ResearchENStanford AA203 Optimal and Learning-Based Control | Spring 2026 | Lecture 18: RL Policy OptimizationDr. Daniele GammelliAugust 13, 2026 80 min★ ★ ★ ★ ★ 5/5Reinforcement LearningPolicy OptimizationPolicy Gradient
Formal & Physical Sciences AI — Models & ResearchENStanford AA203 Optimal and Learning-Based Control | Spring 2026 | Lecture 17: RL Value-Based MethodsStanford OnlineAugust 13, 2026 77 min★ ★ ★ ★ ☆ 4/5Reinforcement LearningValue-Based MethodsSARSA
Formal & Physical Sciences AI — Models & ResearchENStanford AA203 Optimal and Learning-Based Control | Spring 2026 | Lecture 16: Fundamentals of RLStanford OnlineAugust 13, 2026 73 min★ ★ ★ ★ ☆ 4/5Reinforcement LearningOptimal ControlMarkov Decision Process
Applied Sciences & Engineering AI — Models & ResearchENStanford AA203 Optimal and Learning-Based Control | Spring 2026 | Lecture 15: Imitation LearningStanford OnlineAugust 13, 2026 79 min★ ★ ★ ★ ☆ 4/5Imitation LearningBehavior CloningInverse Reinforcement Learning
Formal & Physical Sciences AI — Models & ResearchENLearning solution operator of dynamical systems with diffusion maps kernel ridge regressionProf. John HarlimAugust 13, 2026 69 min★ ★ ★ ★ ☆ 4/5Diffusion MapsKernel Ridge RegressionDynamical Systems
Formal & Physical Sciences AI — Models & ResearchENBeyond Scaling: Optimization and Learning for Sustainable AIProf. Gitta KutyniokAugust 13, 2026 55 min★ ★ ★ ★ ☆ 4/5AI SustainabilityOptimizationGeneralization
Formal & Physical Sciences AI — Models & ResearchENAndrew Lee: Decomposing Query-Key Feature Interactions Using Contrastive CovariancesAndrew LeeAugust 12, 2026 60 min★ ★ ★ ★ ☆ 4/5InterpretabilityTransformersAttention
Formal & Physical Sciences AI — Models & ResearchENFine-Tuning LLMs for Real-World Tool Calling: Lessons from tau2-benchKai Wei TanAugust 11, 2026 28 min★ ★ ★ ★ ☆ 4/5Fine-TuningTool CallingLLM
Formal & Physical Sciences AI — Models & ResearchENExpanding the Capabilities of Tabular Foundation ModelsAnthony CateriniAugust 11, 2026 29 min★ ★ ★ ★ ☆ 4/5Tabular DataFoundation ModelsIn-Context Learning
Applied Sciences & Engineering AI — Models & ResearchENEnhancing Training Data Pipelines with Lance and the Multimodal LakehousePrashanth Rao, Sarwar BhuiyanAugust 11, 2026 154 min★ ★ ★ ★ ☆ 4/5LanceLanceDBData Pipeline
Formal & Physical Sciences AI — Models & ResearchENEncrypted inferences over decision treesAlex Shpurov, Daniel JohnsonAugust 11, 2026 21 min★ ★ ★ ★ ☆ 4/5Fully Homomorphic EncryptionDecision TreesPrivacy-Preserving Machine Learning
Formal & Physical Sciences AI — Models & ResearchENEmulating Real-World PII with a Large-Scale Synthetic Dataset to Audit LLM MemorizationSriram Selvam, Anneswa GhoshAugust 11, 2026 34 min★ ★ ★ ★ ☆ 4/5LLMMemorizationSynthetic Data
Formal & Physical Sciences AI — Models & ResearchENAI Is Learning at the Wrong Level of Abstraction — Matthieu WyartMatthieu WyartAugust 10, 2026 78 min★ ★ ★ ★ ☆ 4/5Deep LearningAbstractionStatistical Physics
Humanities, Social Sciences & Thought AI — Models & ResearchENResearch PresentationMachine Learning LagosAugust 8, 2026 61 min★ ★ ☆ ☆ ☆ 2/5AI ResearchMachine LearningSociety
Humanities, Social Sciences & Thought AI — Models & ResearchENResearch DiscussionMachine Learning LagosAugust 8, 2026 39 min★ ★ ☆ ☆ ☆ 2/5ResearchAIAcademia
Humanities, Social Sciences & Thought AI — Models & ResearchENPanel SessionMachine Learning LagosAugust 8, 2026 59 min★ ★ ☆ ☆ ☆ 2/5AIAfricaPanel
Formal & Physical Sciences AI — Models & ResearchENMLT | Week-8 | Solve with us | Naive Bayes AlgorithmMLT cs2007August 8, 2026 98 min★ ★ ★ ★ ☆ 4/5Naive BayesMachine LearningProbability
Formal & Physical Sciences AI — Models & ResearchENAgents That Learn: Building Your First RL Agent with JAXMachine Learning LagosAugust 8, 2026 49 min★ ★ ★ ★ ☆ 4/5JAXReinforcement LearningPolicy Gradient
Formal & Physical Sciences AI — Models & ResearchENA computational phase transition for learning-to-sample from Ising modelsThuy-Duong (June) VuongAugust 8, 2026 43 min★ ★ ★ ★ ☆ 4/5Learning-to-SampleIsing ModelsComputational Phase Transition
Formal & Physical Sciences AI — Models & ResearchENLec 21: Graph Execution & TensorFlow OptimizationDr. Satyajit Das and Prof. Satyadhyan ChickerurAugust 7, 2026 25 min★ ★ ★ ★ ☆ 4/5TensorFlowGraph ExecutionTf.function
Formal & Physical Sciences AI — Models & ResearchENLec 20: Optimization Input Pipelines with tf.dataDr. Satyajit Das and Prof. Satyadhyan ChickerurAugust 7, 2026 31 min★ ★ ★ ★ ☆ 4/5TensorFlowTf.dataInput Pipeline
Formal & Physical Sciences AI — Models & ResearchENLec 19: TensorFlow Execution Models & Performance BasicsDr. Satyajit Das and Prof. Satyadhyan ChickerurAugust 7, 2026 27 min★ ★ ★ ★ ☆ 4/5TensorFlowExecution ModelsEager Execution
Formal & Physical Sciences AI — Models & ResearchENHow abundant are good interpolators?Ahmed El AlaouiAugust 7, 2026 44 min★ ★ ★ ★ ☆ 4/5InterpolationGeneralizationLarge Deviations
Formal & Physical Sciences AI — Models & ResearchENWhat Is AI Model Collapse? Why AI Could Forget RealityIBM TechnologyAugust 6, 2026 13 min★ ★ ★ ★ ☆ 4/5AI Model CollapseSynthetic DataData Quality
Formal & Physical Sciences AI — Models & ResearchENMLT | Week-8 | Naive Bayes Algorithm | Live SessionMLT cs2007August 6, 2026 132 min★ ★ ★ ★ ☆ 4/5Naive BayesGenerative ModelsMachine Learning