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  1. Home
  2. /Repositories
  3. /shanmukh05/Machine-Learning-Roadmap
Read original ↗
repoGitHubTrust 82 · PrimaryPublished 1mo agoLive · 1mo ago

shanmukh05/Machine-Learning-Roadmap

A roadmap for getting started with Machine Learning

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  • PossiblePossibly related (embedding) · 56%IN 2026 ML BOOK OUTDATED? [D] →
  • PossiblePossibly related (embedding) · 55%[D] Looking for Machine Learning / Deep Learning Final Year Project Ideas[D] →
  • PossiblePossibly related (embedding) · 47%From Failure to Alignment: A Requirements Engineering Framework for Machine Learning Systems →
  • PossiblePossibly related (embedding) · 50%Basic machine learning with lessR : Easy, simple, and free - Open Access Government →
  • PossiblePossibly related (embedding) · 47%Best machine learning development companies for time series forecasting (2026) - PC Tech Magazine →
  • PossiblePossibly related (embedding) · 57%International Conference on Machine Learning (ICML) 2026 - Apple Machine Learning Research →
  • PossiblePossibly related (embedding) · 48%WQD 7012 Applied Machine Learning Group 1 OCC 2 2025/26 Alex Eala (MszpJ7AEij) - Mshale →
  • PossiblePossibly related (embedding) · 56%ipSpace.net Publishes Machine Learning Techniques Webinar - Let's Data Science →

Covers

newsIN 2026 ML BOOK OUTDATED? [D]news[D] Looking for Machine Learning / Deep Learning Final Year Project Ideas[D]

Implements

paperFrom Failure to Alignment: A Requirements Engineering Framework for Machine Learning Systems

Covers (incoming)

newsBasic machine learning with lessR : Easy, simple, and free - Open Access GovernmentnewsBest machine learning development companies for time series forecasting (2026) - PC Tech MagazinenewsInternational Conference on Machine Learning (ICML) 2026 - Apple Machine Learning ResearchnewsWQD 7012 Applied Machine Learning Group 1 OCC 2 2025/26 Alex Eala (MszpJ7AEij) - MshalenewsipSpace.net Publishes Machine Learning Techniques Webinar - Let's Data SciencenewsIs machine learning research worth it for now? [D]newsMachine Learning isn’t about making mistakes - Daily KosnewsReview: Building Machine Learning Systems with a Feature Store - Help Net SecuritynewsE-News | Machine Learning and Big Data workshop planned July 20 - West Virginia UniversitynewsIndonesia Machine Learning in Retail - Market Analysis, Forecast, Size, Trends and Insights - IndexBoxnewsAdvancing Neurological Disease Prediction through Machine Learning Techniques - lincolnjournal.comnewsAdvancing Neurological Disease Prediction through Machine Learning Techniques - The Malone TelegramnewsAdvancing Neurological Disease Prediction through Machine Learning Techniques - Carroll County Mirror-DemocratnewsAdvancing Neurological Disease Prediction through Machine Learning Techniques - Fairfax County TimesnewsAdvancing Neurological Disease Prediction through Machine Learning Techniques - WREXnewsEnterprise Machine Learning Governance Guide for 2026 - appinventiv.comnewsHow to get into Machine Learning [D]newsBeyond the Model: Building Real World Machine Learning - SitePointnewsMachine Learning Help at 10th Grade Level [D]newsMachine Learning May Improve Arrhythmic Risk Prediction - EMJnewsIntroduction To ML: What Is Machine Learning? | ML For Beginners Carlos Augusto (CoXRH9fT5l) - MshalenewsAre there some textbooks that take a primarily engineering approach to machine learning (as opposed to a "scientific" approach)? [D]newsEnroll in CSCE 478/878: Introduction to Machine Learning - University of Nebraska–LincolnnewsMachine Learning Lecture 13 | Statistics 1 - YouTubenewsMachine Learning - Stellenbosch UniversitynewsCoding Machine Learning Lecture 1 - youtu.be

Related across the graph

newsIntroduction To ML: What Is Machine Learning? | ML For Beginners Carlos Augusto (CoXRH9fT5l) - MshalenewsBest machine learning development companies for time series forecasting (2026) - PC Tech MagazinenewsAdvancing Neurological Disease Prediction through Machine Learning Techniques - Carroll County Mirror-DemocratnewsAdvancing Neurological Disease Prediction through Machine Learning Techniques - The Malone TelegramnewsMachine Learning May Improve Arrhythmic Risk Prediction - EMJnewsMachine Learning Help at 10th Grade Level [D]newsWQD 7012 Applied Machine Learning Group 1 OCC 2 2025/26 Alex Eala (MszpJ7AEij) - MshalenewsAdvancing Neurological Disease Prediction through Machine Learning Techniques - Fairfax County TimesnewsInternational Conference on Machine Learning (ICML) 2026 - Apple Machine Learning ResearchnewsAre there some textbooks that take a primarily engineering approach to machine learning (as opposed to a "scientific" approach)? [D]newsEnterprise Machine Learning Governance Guide for 2026 - appinventiv.comnewsMachine Learning isn’t about making mistakes - Daily KosnewsBasic machine learning with lessR : Easy, simple, and free - Open Access GovernmentnewsE-News | Machine Learning and Big Data workshop planned July 20 - West Virginia UniversitynewsAdvancing Neurological Disease Prediction through Machine Learning Techniques - lincolnjournal.comnewsMachine Learning Lecture 13 | Statistics 1 - YouTubenewsHow to get into Machine Learning [D]newsIN 2026 ML BOOK OUTDATED? [D]newsEnroll in CSCE 478/878: Introduction to Machine Learning - University of Nebraska–LincolnpaperFrom Failure to Alignment: A Requirements Engineering Framework for Machine Learning SystemsnewsMachine Learning - Stellenbosch UniversitynewsipSpace.net Publishes Machine Learning Techniques Webinar - Let's Data Sciencenews[D] Looking for Machine Learning / Deep Learning Final Year Project Ideas[D]newsReview: Building Machine Learning Systems with a Feature Store - Help Net SecuritynewsIs machine learning research worth it for now? [D]newsIndonesia Machine Learning in Retail - Market Analysis, Forecast, Size, Trends and Insights - IndexBoxnewsBeyond the Model: Building Real World Machine Learning - SitePointnewsCoding Machine Learning Lecture 1 - youtu.benewsAdvancing Neurological Disease Prediction through Machine Learning Techniques - WREX
Knowledge path·NIntroduction To ML: What Is Machine Learning? | ML For Beginners Carlos Augusto (CoXRH9fT5l) - Mshale→NBest machine learning development companies for time series forecasting (2026) - PC Tech Magazine→NAdvancing Neurological Disease Prediction through Machine Learning Techniques - Carroll County Mirror-Democrat→Rshanmukh05/Machine-Learning-Roadmap

Topics

beginnercomputer-visiondata-sciencedeep-learningmachine-learningml-resourcesml-roadmapnlproadmaptabular-data

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