repoGitHubTrust 82 · PrimaryPublished 1mo agoLive · 10d ago
microsoft/ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
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Paper → model → repo connections mined from source citations (Tier-1 exact match).
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Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.
- PossiblePossibly related (embedding) · 54%IN 2026 ML BOOK OUTDATED? [D] →
- PossiblePossibly related (embedding) · 48%The Deployed Data Scientist by Ankit Anand, Dr. Scott Burk and Kinshuk Dutta Showcases Practical MLOps Expertise - EIN Presswire →
- PossiblePossibly related (embedding) · 47%E-News | Machine Learning and Big Data workshop planned July 20 - West Virginia University →
- PossiblePossibly related (embedding) · 47%Huge Microsoft Credentials Update →
- PossiblePossibly related (embedding) · 47%How Preply combines AI and human tutors to personalize learning →
- FuzzyOverlapping authors or contributors · 62%The 2nd International StepUP Competition for Biometric Footstep Recognition: From Steps to Strides →
“Shared author/contributor keys: gupta”
- FuzzyOverlapping authors or contributors · 62%AUTOPILOT VQA: Benchmarking Vision-Language Models for Incident-Centric Dashcam Understanding →
“Shared author/contributor keys: gupta”
- FuzzyOverlapping authors or contributors · 62%CRAFT: Clustering Rubrics to Diagnose Weak LLM Capabilities and Generate Targeted Fine-Tuning Data →
“Shared author/contributor keys: gupta”
Covers
newsIN 2026 ML BOOK OUTDATED? [D]newsThe Deployed Data Scientist by Ankit Anand, Dr. Scott Burk and Kinshuk Dutta Showcases Practical MLOps Expertise - EIN PresswirenewsE-News | Machine Learning and Big Data workshop planned July 20 - West Virginia UniversitynewsHuge Microsoft Credentials UpdatenewsHow Preply combines AI and human tutors to personalize learning
Implements
paperThe 2nd International StepUP Competition for Biometric Footstep Recognition: From Steps to StridespaperAUTOPILOT VQA: Benchmarking Vision-Language Models for Incident-Centric Dashcam UnderstandingpaperCRAFT: Clustering Rubrics to Diagnose Weak LLM Capabilities and Generate Targeted Fine-Tuning DatapaperHow Do VLMs Fail? Vision-Operation Misalignment in Compositional VQApaperHow Does Alignment Tuning Shape Representations of Sycophancy and Related Cue-Induced Biases in LLMs?paperTest-Time Training for Modality Order Consistency in Vision-Language ModelspaperTest-Time Scaling via Error LocalizationpaperEvaluating and improving crop-yield forecasting methods during extreme droughtpaperDiscretizing Continuous Time Series for Imputation with Masked Diffusion TrainingpaperMulti-Method Causal Evidence Synthesis: Ranking Candidate Drivers by Convergent Cross-Method Evidence from Observational DatapaperGraspHOI: Full-Body 3D Human-Object Reconstruction with Finger-Level Grasps from a Single In-the-Wild ImagepaperWALDO: One-Shot Exemplar-Conditioned Object Detection in Cluttered ScenespaperBeyond Uniform Local Isometry and Topology: FactoMap for Disentangled RepresentationspaperParameterized Complexity of $L_p$-Lipschitz Constants for Input Convex Neural Networks and $L_p$-Norm Maximization over ZonotopespaperVEXAIoT: Autonomous IoT Vulnerability EXploitation using AI AgentspaperCreativity, honesty and designed forgetting emerge in small hyperbolic language modelspaperAutomated Discovery Has No Universally Superior HarnesspaperOptimize Your Sampling: Tuned Diffusion Sampling with Bayesian OptimizationpaperSubgroup performance analysis of adaptation strategies for chest X-ray foundation modelspaperInterpretable Fundus Image Classification via Ring-Based Retinal Vasculature Features
Related to
Covers (incoming)
newsFinished ML + DL — what should I do next? [D]newsCISA Exam | Top 10 Machine Learning Important Questions & Answers | CISA ML Series - YouTubenewsHow to get into Machine Learning [D]newsHow I Mastered Data Structures and Algorithms for ML (In 6 Weeks) - Towards Data SciencenewsNew Two-Day Courses Accelerate Microsoft AI Skills - EIN PresswirenewsIntroduction To ML: What Is Machine Learning? | ML For Beginners Carlos Augusto (CoXRH9fT5l) - MshalenewsLessons Learned After 8.5 Years of ML - Towards Data Science
contributed_to (incoming)
personjlooperpersonskytin1004personleestottpersonherejepersonVidushi-Guptapersondependabot[bot]personsoftchrispersonminwook-shinpersongirliemacpersonfeiyun0112personBethanyJeppersoncarlotta94cpersonjasleen101010personornelladotcompersonCopilotpersonkenya-skpersonFoo-xpersonhyoshioka0128personManuSquallpersonR-icntaypersonrobertopaulettopersondasani-madipallipersonsimplgpersonstephen-howellpersonthe0cp
Related across the graph
newsIntroduction To ML: What Is Machine Learning? | ML For Beginners Carlos Augusto (CoXRH9fT5l) - Mshalepersonhyoshioka0128paperHow Do VLMs Fail? Vision-Operation Misalignment in Compositional VQApersonManuSquallpaperSubgroup performance analysis of adaptation strategies for chest X-ray foundation modelspaperWALDO: One-Shot Exemplar-Conditioned Object Detection in Cluttered Scenespersondasani-madipallipersonthe0cppersonjasleen101010paperVEXAIoT: Autonomous IoT Vulnerability EXploitation using AI AgentspaperThe 2nd International StepUP Competition for Biometric Footstep Recognition: From Steps to StridespersonBethanyJeppersoncarlotta94cpersonFoo-xpaperAutomated Discovery Has No Universally Superior HarnesspersonVidushi-GuptapaperTest-Time Training for Modality Order Consistency in Vision-Language ModelspaperAUTOPILOT VQA: Benchmarking Vision-Language Models for Incident-Centric Dashcam UnderstandingpaperCreativity, honesty and designed forgetting emerge in small hyperbolic language modelspaperGraspHOI: Full-Body 3D Human-Object Reconstruction with Finger-Level Grasps from a Single In-the-Wild Imagepersonherejepersonskytin1004personornelladotcomnewsNew Two-Day Courses Accelerate Microsoft AI Skills - EIN Presswiretooldocsify-to-pdfpersonsoftchrisnewsFinished ML + DL — what should I do next? [D]newsCISA Exam | Top 10 Machine Learning Important Questions & Answers | CISA ML Series - YouTubenewsThe Deployed Data Scientist by Ankit Anand, Dr. Scott Burk and Kinshuk Dutta Showcases Practical MLOps Expertise - EIN PresswirepaperTest-Time Scaling via Error Localizationpersondependabot[bot]paperEvaluating and improving crop-yield forecasting methods during extreme droughtpersonCopilotpaperBeyond Uniform Local Isometry and Topology: FactoMap for Disentangled RepresentationspaperInterpretable Fundus Image Classification via Ring-Based Retinal Vasculature FeaturesnewsE-News | Machine Learning and Big Data workshop planned July 20 - West Virginia Universitypersonkenya-skpaperHow Does Alignment Tuning Shape Representations of Sycophancy and Related Cue-Induced Biases in LLMs?paperMulti-Method Causal Evidence Synthesis: Ranking Candidate Drivers by Convergent Cross-Method Evidence from Observational DatapaperCRAFT: Clustering Rubrics to Diagnose Weak LLM Capabilities and Generate Targeted Fine-Tuning DatanewsLessons Learned After 8.5 Years of ML - Towards Data SciencepaperOptimize Your Sampling: Tuned Diffusion Sampling with Bayesian OptimizationnewsHow to get into Machine Learning [D]newsIN 2026 ML BOOK OUTDATED? [D]newsHuge Microsoft Credentials UpdatenewsHow I Mastered Data Structures and Algorithms for ML (In 6 Weeks) - Towards Data SciencepersonrobertopaulettonewsHow Preply combines AI and human tutors to personalize learningpersonjlooperpersongirliemacpersonR-icntaypersonminwook-shinpersonfeiyun0112paperDiscretizing Continuous Time Series for Imputation with Masked Diffusion TrainingpersonsimplgpaperParameterized Complexity of $L_p$-Lipschitz Constants for Input Convex Neural Networks and $L_p$-Norm Maximization over Zonotopespersonleestottpersonstephen-howell