Data Science
701 items from academic/awesome-datascience ★30,136
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Neural Networks en.wikipedia.org
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Multivariate Adaptive Regression Splines en.wikipedia.org
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Multilayer Perceptron en.wikipedia.org
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Mixture models en.wikipedia.org
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Locally Estimated Scatterplot Smoothing en.wikipedia.org
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LightGBM (Light Gradient Boosting Machine) en.wikipedia.org
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k-Means en.wikipedia.org
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Isolation Forest en.wikipedia.org
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ID3 algorithm en.wikipedia.org
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Hidden Markov Models (HMM) en.wikipedia.org
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Fuzzy clustering en.wikipedia.org
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EM (Expectation-Maximization) en.wikipedia.org
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Dimension Reduction en.wikipedia.org
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Convolutional Neural Network (CNN) en.wikipedia.org
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C4.5 algorithm en.wikipedia.org
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Bagging en.wikipedia.org
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Boltzmann Machines en.wikipedia.org
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FP-Growth (Frequent Pattern Growth Algorithm) en.wikipedia.org
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Apriori en.wikipedia.org
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Adaptive resonance theory en.wikipedia.org
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Emilio Ferrara's web page emilio.ferrara.name
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Convex Optimization edx.org
Convex Optimization (basics of convex analysis; least-squares, linear and quadratic programs, semidefinite programming, minimax, extremal volume, and other problems; optimality conditions, duality theory...)
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NASA SocioEconomic Data and Applications Center - SEDAC earthdata.nasa.gov
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Techpresso dupple.com
. A free daily newsletter covering the most impactful developments in AI, ML, and tech. Archive.
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DrivenData drivendata.org
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Drew Conway drewconway.com
Personal Web Page
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US Truck-Involved Fatal Crashes (FARS) 2018-2024 doi.org
Filtered subset of NHTSA Fatality Analysis Reporting System covering 33,898 fatal crashes involving medium and heavy commercial trucks across all 50 US states, 2018-2024. Includes interactive Vision Zero Report Card comparing 19 cities, reproducible Python pipeline on GitHub…
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Spraay x402 Gateway docs.spraay.app
x402 payment gateway with 23 Research & Reference endpoints for AI agents: Wikipedia, arXiv, PubMed, Wikidata, academic citation lookup, entity extraction, and more. Pay-per-call in USDC on Base & Solana — no API keys or subscriptions. Also serves 150+ endpoints across 39…
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Glue docs.glueviz.org
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Distill distill.pub
Dedicated to clear explanations of machine learning!
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DiamantAI diamantai.substack.com
. Practical AI engineering and generative AI explained simply: RAG, agents, and LLM application patterns for builders.
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Generative Adversarial Network (GAN) developers.google.com
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A community-curated database of well-known people, places, and things developers.google.com
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Google Chart Gallery developers.google.com
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IBM Asset Dataset developer.ibm.com
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GeoLite Legacy Downloadable Databases dev.maxmind.com
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Data Science: The XKCD Edition davidlindelof.com
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Datawrangling datawrangling.org
by Peter Skomoroch. MACHINE LEARNING, DATA MINING, AND MORE
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datatau.com/news datatau.com
Like Hacker News, but for data
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DataTalks.Club datatalks.club
. A weekly newsletter about data-related things. Archive.
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Data Skeptic dataskeptic.com
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San Fransisco Government Open Data datasf.org
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Google Dataset Search (beta) datasetsearch.research.google.com
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datascopeanalytics datascopeanalytics.com
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Data Scientist datascientists.com
is building the data scientist culture.
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DataScientistJourney datascientistjourney.wordpress.com
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