Data Science
701 items from academic/awesome-datascience ★30,136
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Flowing Data flowingdata.com
A resource on maps, visualizations, stats, and design by Nathan Yau, formerly of the New York Times.
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amCharts amcharts.com
Three libraries for traditional charts, stock, and maps. Features a hand-drawn style theme option.
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R for Data Science by Garrett Grolemund & Hadley Wickham r4ds.had.co.nz
This book will teach you how to do data science with R. You will learn how to get your data into R, get it into the most useful structure, transform it, visualize it and model it. Exercise Solutions Authors: Garrett Grolemund and Hadley Wickham.
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Altair altair-viz.github.io
Declarative statistical visualization library for Python. Can easily do many data transformation within the code to create graph
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Oxford Deep Learning - video youtube.com
, Video Lectures Summer School Montreal
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Neural Networks video series by Hugo Larochelle youtube.com
Interesting class about neural networks available online for free by Hugo Larochelle, yet I have watched a few of those videos.
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techanjs techanjs.org
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An Introduction to Statistical Learning with Applications in R statlearning.com
Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani.
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Cube square.github.io
uses MongoDB to store time series data.
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The Analytics Engineering Podcast roundup.getdbt.com
How analytics engineers build and maintain data pipelines at scale.
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r/datasets reddit.com
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NetworkX networkx.org
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National Centers for Environmental Information ncei.noaa.gov
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Your Guide to Latent Dirichlet Allocation medium.com
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R in Action, Third Edition manning.com
Early Access
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Math for Programmers manning.com
Early access
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Data Analysis with Python and PySpark manning.com
Early Access
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Julia Evans jvns.ca
Recurse Center alumna
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The Quiet-Broke Index jeevesagency.github.io
A 30-metro composite ranking of how much of a $400K household income gets consumed by housing, taxes, childcare, healthcare, and transport. Open methodology, free, no email gate.
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MLSys-NYU-2022 github.com
Slides, scripts and materials for the Machine Learning in Finance course at NYU Tandon, 2022.
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GHTorrent ghtorrent.org
Scalable, queriable, offline mirror of data offered through the GitHub REST API.
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The Math Behind Artificial Intelligence freecodecamp.org
A free FreeCodeCamp book teaching the math behind AI in plain English from an engineering point of view.
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figshare.com figshare.com
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enigma.com enigma.com
Navigate the world of public data - Quickly search and analyze billions of public records published by governments, companies and organizations.
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Linear Regression en.wikipedia.org
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k-nearest neighbor en.wikipedia.org
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CART (Classification and Regression Trees) en.wikipedia.org
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Decision Trees en.wikipedia.org
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Boosting en.wikipedia.org
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AdaBoost en.wikipedia.org
, Python Code
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dygraphs dygraphs.com
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Prompt Engineering for Vision Models deeplearning.ai
Learn to prompt cutting-edge computer vision models with natural language, coordinate points, bounding boxes, segmentation masks, and even other images in this free course from DeepLearning.AI.
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Clare Corthell datasciencemasters.org
The Open Source Data Science Masters
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Data School dataschool.io
Data science tutorials for beginners!
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Data Engineering Podcast dataengineeringpodcast.com
The show about modern data infrastructure.
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DataDriven - SQL, Python, and Data Modeling Interview Questions datadriven.io
Interview practice with SQL query execution, Python, and data modeling exercises.
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DataFramed datacamp.com
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World Bank Data data.worldbank.org
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undata data.un.org
Data from the UN
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NASDAQ:DATA data.nasdaq.com
Nasdaq Data Link A premier source for financial, economic and alternative datasets.
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scikit-learn scikit-learn.org
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QuiddityML quiddityml.com
Short lessons with hands-on coding exercises and spaced repetition, covering Python, PyTorch, math for ML, ML foundations, NLP, and computer vision.
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Clever Algorithms For Machine Learning machinelearningmastery.com
about helping professional programmers confidently apply machine learning algorithms to address complex problems.
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Coursera Natural Language Processing Specialization coursera.org
Teaches how to use machine learning to understand and manipulate human language. It requires a working knowledge of machine learning, intermediate Python experience including DL frameworks & proficiency in calculus, linear algebra, & statistics.
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Coursera Deep Learning Specialization coursera.org
New series of 5 Deep Learning courses by Andrew Ng, now with Python rather than Matlab/Octave, and which leads to a specialization certificate.
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Congressional Stock Brain congressionalstockbrain.com
Free AI-powered tool that scores U.S. congressional STOCK Act trade disclosures by significance. Machine-scored signals from 537 lawmakers's public trade filings.
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Chain of Thought chainofthought.show
Interviews with AI and data infrastructure leaders on building production systems.
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CatBoost catboost.ai
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BGPT MCP bgpt.pro
MCP server that gives AI agents access to a database of scientific papers built from raw experimental data extracted from full-text studies. Returns 25+ structured fields per paper including methods, results, sample sizes, and quality scores. GitHub
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aws.amazon.com/datasets aws.amazon.com
Amazon public datasets.
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