Formal & Physical Sciences AI — Models & ResearchENFast Agnostic Learners in the PlaneTalya EdenNovember 1, 2025 70 min★ ★ ★ ★ ☆ 4/5Agnostic LearningComputational Learning TheoryGeometric Concept Classes
Formal & Physical Sciences AI — Models & ResearchENStanford CS230 | Autumn 2025 | Lecture 5: Deep Reinforcement LearningAndrew Ng, Kian KatanforooshOctober 31, 2025 105 min★ ★ ★ ★ ☆ 4/5Reinforcement LearningDeep LearningRLHF
Formal & Physical Sciences AI — Models & ResearchENWeek 5_session 2MLT cs2007October 30, 2025 76 min★ ★ ★ ★ ☆ 4/5Linear RegressionGradient DescentStochastic Gradient Descent
Formal & Physical Sciences AI — Models & ResearchENBioML Seminar 3.2 - Sarah Gurev on Benchmarking Model Performance on Pandemic-Threat VirusesSarah GurevOctober 30, 2025 61 min★ ★ ★ ★ ☆ 4/5Protein Language ModelsViral EvolutionMutation Effect Prediction
Formal & Physical Sciences AI — Models & ResearchEN[ИАД, осень 2025] Foundation models for spatial-time series. Занятие 6Machine Learning – Intelligent SystemsOctober 30, 2025 120 min★ ★ ★ ★ ☆ 4/5Neural ODENeural CDEFunctional PCA
Formal & Physical Sciences AI — Models & ResearchENICL Ciphers: Quantifying "Learning" in In-Context Learning via Substitution Ciphers - EMNLP 2025 mainZhouxiang FangOctober 29, 2025 11 min★ ★ ★ ★ ☆ 4/5In-Context LearningLarge Language ModelsSubstitution Ciphers
Formal & Physical Sciences AI — Models & ResearchENWeek 5 sessionMLT cs2007October 28, 2025 63 min★ ★ ★ ☆ ☆ 3/5Supervised LearningLinear RegressionNormal Equations
Formal & Physical Sciences AI — Models & ResearchEN[ИАД, осень 2025] Методы глубокого обучения. Занятие 8: Multi-armed Bandits, Monte Carlo MethodsMachine Learning – Intelligent SystemsOctober 28, 2025 186 min★ ★ ★ ★ ☆ 4/5Reinforcement LearningMulti-Armed BanditsMonte Carlo Methods
Formal & Physical Sciences AI — Models & ResearchENRecurrence-Complete Frame-Based Action ModelsWest Coast Machine LearningOctober 27, 2025 89 min★ ★ ★ ★ ☆ 4/5RecurrenceTransformerLSTM
Applied Sciences & Engineering AI — Models & ResearchENMachine learning enabled manoeuvre detection from synthetic observationsFrantišek DráčekOctober 27, 2025 28 min★ ★ ★ ★ ☆ 4/5Machine LearningSatellite ManeuversSynthetic Data
Formal & Physical Sciences AI — Models & ResearchENAditya Varre: Learning In-context n-grams with Transformers: Sub-n-grams Are Near-stationary PointsAditya VarreOctober 26, 2025 48 min★ ★ ★ ★ ☆ 4/5In-Context LearningTransformersN-Gram Models
Formal & Physical Sciences AI — Models & ResearchENRevision session_Week 3, 4MLT cs2007October 25, 2025 134 min★ ★ ☆ ☆ ☆ 2/5K-MeansClusteringEM Algorithm
Formal & Physical Sciences AI — Models & ResearchENPruning decision treesMachine learning classroomOctober 25, 2025 22 min★ ★ ★ ★ ☆ 4/5Decision TreesPruningOverfitting
Formal & Physical Sciences AI — Models & ResearchENImpurity measures for decision trees classifiersMachine learning classroomOctober 25, 2025 28 min★ ★ ★ ★ ☆ 4/5Decision TreesImpurity MeasuresGini Index
Formal & Physical Sciences AI — Models & ResearchENEnsemble models with decision trees: bagging, random forests, extra trees, boosted treesMachine learning classroomOctober 25, 2025 22 min★ ★ ★ ★ ☆ 4/5Ensemble LearningDecision TreesRandom Forest
Formal & Physical Sciences AI — Models & ResearchENVictor Manuel Vargas: “Reducir errores de la IA en diagnóstico por imagen”Fundación BBVAOctober 24, 2025 10 min★ ★ ★ ★ ☆ 4/5Inteligencia ArtificialAprendizaje ProfundoClasificación Ordinal
Formal & Physical Sciences AI — Models & ResearchENFormalisation mathématique et apprentissage machine dans la création musicale - C.-E. CellaCarmine-Emanuele CellaOctober 24, 2025 34 min★ ★ ★ ★ ☆ 4/5Machine LearningMusic CompositionComputational Creativity
Applied Sciences & Engineering AI — Models & ResearchENDeploying Continental R&D’s First Predictive ML ModelClaudia PeñalozaOctober 24, 2025 25 min★ ★ ★ ★ ☆ 4/5MLOpsMachine LearningDeployment
Formal & Physical Sciences AI — Models & ResearchENCausality-Based Learning || Extreme Event Aware (η-) Learning || Oct 24, 2025CRUNCH Group: Home of Math + Machine Learning + XOctober 24, 2025 120 min★ ★ ★ ★ ☆ 4/5CausalityMachine LearningData Assimilation
Formal & Physical Sciences AI — Models & ResearchENAlgoritmos de estimación de distribuciones en estadística y aprendizaje automáticoIIMAS - UNAMOctober 24, 2025 142 min★ ★ ☆ ☆ ☆ 2/5Estimation of Distribution AlgorithmsMachine LearningStatistics
Formal & Physical Sciences AI — Models & ResearchEN[ИАД, осень 2025] Вероятностные тематические модели. Лекция 7Konstantin VorontsovOctober 24, 2025 102 min★ ★ ★ ★ ☆ 4/5Topic ModelingMultilingualMultimodal
Applied Sciences & Engineering AI — Models & ResearchENObservability Panel | Galileo, DraftKings, Target Corporation, PIMCO | MLOps World 2025Toronto Machine Learning Society (TMLS)October 23, 2025 32 min★ ★ ★ ★ ☆ 4/5LLM ObservabilityMLOpsGenAI
Applied Sciences & Engineering AI — Models & ResearchENMichelangelo (Uber’s ML Platform): Going Open Source | Sally Lee & Eric Wang, UberSally Lee & Eric Wang, UberOctober 23, 2025 32 min★ ★ ★ ★ ☆ 4/5MLOpsMachine Learning PlatformOpen Source
Applied Sciences & Engineering AI — Models & ResearchENHow to Train Your Agent: Building Reliable Agents with RLKyle CorbittOctober 23, 2025 31 min★ ★ ★ ★ ☆ 4/5Reinforcement LearningAgentsGRPO
Formal & Physical Sciences AI — Models & ResearchENAlgoritmos de estimación de distribuciones en estadística y aprendizaje automáticoDr. Pedro María Larrañaga MúgicaOctober 23, 2025 106 min★ ★ ★ ★ ☆ 4/5Estimation of Distribution AlgorithmsMachine LearningStatistics
Formal & Physical Sciences AI — Models & ResearchENA Tight Lower Bound for Non-stochatic Multi-armed Bandits with Expert Advice (Heb)Idan MehalelOctober 23, 2025 45 min★ ★ ★ ★ ☆ 4/5Multi-Armed BanditsExpert AdviceLower Bound
Humanities, Social Sciences & Thought AI — Models & ResearchENKeynote: Machines, Learning, and Machine Learning - Dylan Beattie - NDC Porto 2025Dylan BeattieOctober 22, 2025 69 min★ ★ ★ ★ ☆ 4/5Machine LearningSoftware EngineeringAI Hype
Formal & Physical Sciences AI — Models & ResearchENAlgebraic techniques for machine learningSoledad VillarOctober 22, 2025 54 min★ ★ ★ ★ ☆ 4/5Algebraic MethodsEquivarianceInvariant Theory
Formal & Physical Sciences AI — Models & ResearchEN[ИАД, осень 2025] Математические методы прогнозирования. Лекция 5Machine Learning – Intelligent SystemsOctober 22, 2025 65 min★ ★ ★ ★ ☆ 4/5Time SeriesSingular Spectrum AnalysisSVD
Formal & Physical Sciences AI — Models & ResearchENStanford CME295 Transformers & LLMs | Autumn 2025 | Lecture 4 - LLM TrainingAfshine Amidi, Shervine AmidiOctober 21, 2025 107 min★ ★ ★ ★ ☆ 4/5LLMPretrainingFine-Tuning
Humanities, Social Sciences & Thought AI — Models & ResearchENInvestigación con consumidores sintéticos, RLMs, StreamingVLMGargoyles DevonOctober 21, 2025 53 min★ ★ ★ ☆ ☆ 3/5Synthetic ConsumersLLMMarket Research
Applied Sciences & Engineering AI — Models & ResearchENThe Efficiency Equation: Leveraging AI Agents to Augment Human Labelers | Madhu Ramanathan, MetaMadhu RamanathanOctober 20, 2025 30 min★ ★ ★ ★ ☆ 4/5Trust & SafetyAI AgentsHuman-in-the-Loop
Formal & Physical Sciences AI — Models & ResearchENMachine Learning Explained: A Guide to ML, AI, & Deep LearningMartin KeenOctober 20, 2025 10 min★ ★ ★ ★ ☆ 4/5Machine LearningArtificial IntelligenceDeep Learning
Applied Sciences & Engineering AI — Models & ResearchENFrom Benchmarks to Reality: Embedding HITL in Your MLOps StackMicaela KaplanOctober 20, 2025 19 min★ ★ ★ ★ ☆ 4/5Human-in-the-LoopMLOpsGenAI
Applied Sciences & Engineering AI — Models & ResearchENAutonomous MLOps Pipelines: Architecting Self-Healing, Drift Resistant ModelsKamal Singh BishtOctober 20, 2025 30 min★ ★ ★ ★ ☆ 4/5MLOpsAutonomous SystemsDrift Detection
Applied Sciences & Engineering AI — Models & ResearchENAdversarial Threats Across the ML Lifecycle: A Red Team Perspective | Sanket Badhe, TikTokSanket BadheOctober 20, 2025 35 min★ ★ ★ ★ ☆ 4/5Adversarial Machine LearningML SecurityRed Teaming
Formal & Physical Sciences AI — Models & ResearchENL5 Gradient Vector Cost Functions MSE MAE LR Effect SGD MinibatchArtificial Intelligence & Data Science شرح بالعربيOctober 19, 2025 50 min★ ★ ★ ★ ☆ 4/5Gradient DescentCost FunctionMSE
Formal & Physical Sciences AI — Models & ResearchENL4 Gradient Descent GD Part 1Artificial Intelligence & Data Science شرح بالعربيOctober 19, 2025 80 min★ ★ ★ ★ ☆ 4/5Gradient DescentMachine LearningOptimization
Formal & Physical Sciences AI — Models & ResearchENL3 Normal Equation RSS RSE R2Artificial Intelligence & Data Science شرح بالعربيOctober 19, 2025 91 min★ ★ ★ ★ ☆ 4/5Linear RegressionNormal EquationRSS
Formal & Physical Sciences AI — Models & ResearchENL2 Introduction to ML (continued), Simple & Multiple Linear RegressionArtificial Intelligence & Data Science شرح بالعربيOctober 19, 2025 91 min★ ★ ★ ★ ☆ 4/5Machine LearningLinear RegressionSupervised Learning