Skip to main content
Angestrom home
SearchPapersModelsLive AIIntelligence
Search⌕⌘K
EnterprisePricingSign in

Stay Ahead in the AI Revolution

Weekly digest — EPI pulse, top intelligence, fresh lineage. Free, no account.

Follow Angestrom
Global source network
Synced every 5 minutes

Continuous sync from primary AI sources — indexed, enriched, and queryable in real time.

arXivHugging FaceGitHubOpenAIAnthropicDeepMindReutersBBC TechHacker NewsReddit MLVerified feedsFunding
ANGESTROM

The Intelligence Layer of Humanity. Everything AI. All in One Place.

Angestrom connects every piece of the AI ecosystem — data, models, research, companies, tools, and people.

info@angestrom.comwww.angestrom.comLucknow, Uttar Pradesh, India

Product

  • AI Search
  • AI Models
  • Research Papers
  • Companies
  • News & Events
  • GitHub Explorer
  • APIs & Tools
  • Datasets
  • Benchmarks
  • Model lifecycle
  • Funding graph
  • Contributors
  • AI Agents

Resources

  • Weekly digest
  • Documentation
  • Tutorials
  • Guides
  • News
  • Help / Start
  • Community

Company

  • About
  • Contact
  • Privacy Policy
  • Terms of Service
  • Acceptable Use

Enterprise

  • Pricing
  • Workspace
  • Contact Sales

Developer

  • Developer Hub
  • API docs
  • GitHub

Learn

  • Learning Academy
  • Roadmaps
  • Glossary
  • AI for Beginners

Popular Topics

Loading topics…
View All Topics →
© 2026 Angestrom Intelligence Private Limited. All rights reserved.
English
Theme
Angestrom home
SearchPapersModelsLive AIIntelligence
Search⌕⌘K
EnterprisePricingSign in
  1. Home
  2. /Repositories
  3. /microsoft/ML-For-Beginners
Read original ↗
repoGitHubTrust 82 · PrimaryPublished 3d agoLive · 17h ago

microsoft/ML-For-Beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

Lineage graph

Paper → model → repo connections mined from source citations (Tier-1 exact match).

Why these links exist

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  • PossiblePossibly related (embedding) · 54%IN 2026 ML BOOK OUTDATED?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%VEXAIoT: Autonomous IoT Vulnerability EXploitation using AI Agents →

    “Shared author/contributor keys: gupta”

  • FuzzyOverlapping authors or contributors · 62%Creativity, honesty and designed forgetting emerge in small hyperbolic language models →

    “Shared author/contributor keys: shin”

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 StridespaperVEXAIoT: Autonomous IoT Vulnerability EXploitation using AI AgentspaperCreativity, honesty and designed forgetting emerge in small hyperbolic language models

contributed_to (incoming)

personjlooperpersonskytin1004personleestottpersonherejepersonVidushi-Guptapersondependabot[bot]personsoftchrispersonminwook-shinpersongirliemacpersonfeiyun0112personBethanyJeppersoncarlotta94cpersonjasleen101010personornelladotcompersonCopilotpersonkenya-skpersonFoo-xpersonhyoshioka0128personManuSquallpersonR-icntaypersonrobertopaulettopersondasani-madipallipersonsimplgpersonstephen-howellpersonthe0cp

Covers (incoming)

newsHow 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 Presswire

Related across the graph

personhyoshioka0128personManuSquallpersondasani-madipallipersonthe0cppersonjasleen101010paperVEXAIoT: Autonomous IoT Vulnerability EXploitation using AI AgentspaperThe 2nd International StepUP Competition for Biometric Footstep Recognition: From Steps to StridespersonBethanyJeppersoncarlotta94cpersonFoo-xpersonVidushi-GuptapaperCreativity, honesty and designed forgetting emerge in small hyperbolic language modelspersonherejepersonskytin1004personornelladotcomnewsNew Two-Day Courses Accelerate Microsoft AI Skills - EIN PresswirepersonsoftchrisnewsThe Deployed Data Scientist by Ankit Anand, Dr. Scott Burk and Kinshuk Dutta Showcases Practical MLOps Expertise - EIN Presswirepersondependabot[bot]personCopilotnewsE-News | Machine Learning and Big Data workshop planned July 20 - West Virginia Universitypersonkenya-sknewsHow 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-shinpersonfeiyun0112personsimplgpersonleestottpersonstephen-howell
Knowledge path··hyoshioka0128→·ManuSquall→·dasani-madipalli→Rmicrosoft/ML-For-Beginners

Topics

data-scienceeducationmachine-learningmachine-learning-algorithmsmachinelearningmachinelearning-pythonmicrosoft-for-beginnersmlpythonr

Explore

Search similar →Knowledge graph →All repos →Full intelligence feed →
Maintenance82
RIS100GitHub verified
Graph trust82Primary
Graph score88175