Data Science

Data science is an inter-disciplinary field that uses scientific methods, processes, algorithms, and systems to extract knowledge from structured and unstructured data. Data scientists perform data analysis and preparation, and their findings inform high-level decisions in many organizations.

GitHub: https://github.com/topics/data-science
Wikipedia: https://en.wikipedia.org/wiki/Data_science
Related Topics: data-analysis, data-mining, machine-learning, big-data, data-visualization,
Aliases: datasciences, data-science-project, data-science-algorithm,
Last updated: 2026-06-30 00:07:43 UTC
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https://github.com/Azure/DataScienceVM

Tools and Docs on the Azure Data Science Virtual Machine (http://aka.ms/dsvm)

ai azure big-data data-analysis data-science deep-learning dsvm machine-learning ml python r sqlserver

Last synced: 20 Jul 2025

https://github.com/curiousily/machine-learning-from-scratch

Succinct Machine Learning algorithm implementations from scratch in Python, solving real-world problems (Notebooks and Book). Examples of Logistic Regression, Linear Regression, Decision Trees, K-means clustering, Sentiment Analysis, Recommender Systems, Neural Networks and Reinforcement Learning.

artificial-intelligence book classification data-science machine-learning machine-learning-algorithms neural-networks notebook recommender-systems regression reinforcement-learning sentiment-analysis

Last synced: 07 May 2025

https://github.com/azure/datasciencevm

Tools and Docs on the Azure Data Science Virtual Machine (http://aka.ms/dsvm)

ai azure big-data data-analysis data-science deep-learning dsvm machine-learning ml python r sqlserver

Last synced: 07 Apr 2025

https://github.com/vanderschaarlab/hyperimpute

A framework for prototyping and benchmarking imputation methods

data-science imputation imputation-algorithm machine-learning machine-learning-prerequisites preprocessing-data python scikit-learn

Last synced: 07 Apr 2025

https://github.com/sicara/sicarator

Instant Setup & Best Quality for Data Projects!

data-science generator machine-learning python

Last synced: 04 Apr 2025

https://github.com/t04glovern/selfie2anime

Anime2Selfie Backend Services - Lambda, Queue, API Gateway and traffic processing

aws aws-lambda data-science selfie2anime serverless

Last synced: 21 Aug 2025

https://github.com/tk-learning-center/machine-learning-degree

✨ ML/AI, Medicine, Genomics, Science Research

data-science deep-learning machine-learning python science

Last synced: 01 May 2025

https://github.com/jvalue/jayvee

Jayvee is a domain-specific language and runtime for automated processing of data pipelines

data-engineering data-pipeline data-science domain-specific-language etl-pipeline typescript

Last synced: 23 Oct 2025

https://github.com/solegalli/machine-learning-imbalanced-data

Code repository for the online course Machine Learning with Imbalanced Data

data-science imbalanced-classification imbalanced-data imbalanced-learning machine-learning python

Last synced: 16 May 2025

https://github.com/learnbyexample/py_resources

Collection of Python learning resources

curated-list data-science learning machine-learning python resources scientific-computing

Last synced: 05 Apr 2025

https://learnbyexample.github.io/py_resources/

Collection of Python learning resources

curated-list data-science learning machine-learning python resources scientific-computing

Last synced: 01 Apr 2025

https://github.com/anthdm/ml-email-clustering

Email clustering with machine learning

clustering data-science machine-learning scikit-learn

Last synced: 14 May 2025

https://github.com/apachecn/ds-ai-tech-notes

:book: [译] 数据科学和人工智能技术笔记

ai data-science matplotlib notes numpy python sklearn

Last synced: 24 Jul 2025

https://github.com/milaan9/deep_learning_algorithms_from_scratch

This repository explores the variety of techniques and algorithms commonly used in deep learning and the implementation in MATLAB and PYTHON

adversarial-machine-learning autoencoders cnn-classification data-science deep-learning deep-learning-matlab deep-learning-python deep-learning-pytorch image-captioning image-processing linear-regression logistic-regression neural-networks object-detection rnn-pytorch tutor-milaan9

Last synced: 25 Sep 2025

https://github.com/capeprivacy/cape-dataframes

Privacy transformations on Spark and Pandas dataframes backed by a simple policy language.

collaboration data-science hacktoberfest machine-learning pandas policy privacy python spark

Last synced: 11 May 2026

https://github.com/wainberg/ryp

R inside Python

bioinformatics data-science python python-to-r r r-to-python rstats statistics

Last synced: 13 Apr 2025

https://github.com/brendanhasz/probflow

A Python package for building Bayesian models with TensorFlow or PyTorch

bayesian bayesian-inference bayesian-methods bayesian-neural-networks bayesian-statistics data-science machine-learning python pytorch statistics tensorflow

Last synced: 07 Apr 2025

https://github.com/Oxen-AI/Oxen

Oxen.ai's core rust library, server, and CLI

artificial-intelligence data-science database machine-learning version-control

Last synced: 06 Aug 2025

https://github.com/arabacibahadir/sup-res

A great companion for finding key support and resistance levels on financial charts, cryptocurrencies.

algotrade analysis binance binance-api bitcoin cryptocurrency data-science finance pandas pinescript python stock telegram telegram-bot tradingview

Last synced: 19 Mar 2025

https://github.com/zetane/zetaforge

Open source AI platform for rapid development of advanced AI and AGI pipelines.

agi ai claude data-science developer-tools gpt kubernetes llm machine-learning ml ml-pipelines mlops python workflow workflow-orchestration zetaforge

Last synced: 16 May 2025

https://github.com/kdr-aus/ogma

Scripting language focused on processing tabular data.

data-science language rust scripting-language table-data

Last synced: 27 Mar 2025

https://hachmannlab.github.io/chemml/

ChemML is a machine learning and informatics program suite for the chemical and materials sciences.

data-science deep-learning drug-discovery machine-learning materials-informatics quantum-mechanics

Last synced: 20 Nov 2025

https://github.com/fedora-infra/fedmsg

Federated Messaging with ZeroMQ

data-science fedora-project message-bus python zeromq

Last synced: 26 Feb 2025

https://github.com/hachmannlab/chemml

ChemML is a machine learning and informatics program suite for the chemical and materials sciences.

data-science deep-learning drug-discovery machine-learning materials-informatics quantum-mechanics

Last synced: 21 Oct 2025

https://github.com/denizyuret/autograd.jl

Julia port of the Python autograd package.

autograd automatic-differentiation data-science deep-learning knet machine-learning neural-networks

Last synced: 05 Oct 2025

https://github.com/pydatablog/python-for-data-science

A blog for data analytics using data science technologies

data-science finance python

Last synced: 20 Aug 2025

https://github.com/younes-charfaoui/daily-coding-problem

Series of the problem 💯 and solution ✅ asked by Daily Coding problem👨‍🎓 website.

airbnb amazon apple cisco coding-interviews coding-problems coursera data-science dropbox facebook google ibm linkedin microsoft mozila netflix nvidia python twitter youtube

Last synced: 15 Jun 2025

https://github.com/hhhrrrttt222111/ds_and_ml_projects

Data Science & Machine Learning projects and tutorials in python from beginner to advanced level.

data-science data-visualization hacktoberfest keras keras-tensorflow knn-classification linear-regression logistic-regression machine-learning machine-learning-algorithms matplotlib naive-bayes-classifier opencv python scikit-learn seaborn tensorflow

Last synced: 23 Aug 2025

https://github.com/dlab-berkeley/Python-Fundamentals-Legacy

D-Lab's 12 hour introduction to Python. Learn how to create variables and functions, use control flow structures, use libraries, import data, and more, using Python and Jupyter Notebooks.

data-science introduction-to-python jupyter python

Last synced: 26 Apr 2025

https://github.com/probcomp/metaprob

An embedded language for probabilistic programming and meta-programming.

clojure data-science machine-learning probabilistic-programming

Last synced: 08 May 2025

https://github.com/rsokl/learning_python

Source material for Python Like You Mean it

data-science educational numpy numpy-tutorial python python-tutorial textbook tutorial

Last synced: 13 Apr 2025

https://github.com/tirthajyoti/ds-with-pysimplegui

Data science and Machine Learning GUI programs/ desktop apps with PySimpleGUI package

analytics application artificial-intelligence data-science desktop-app gui machine-learning python windows

Last synced: 21 Aug 2025

https://github.com/maxheld83/ghactions

GitHub actions for R and accompanying R package

cicd continous-delivery continous-integration data-science devops github github-actions rstats setup

Last synced: 12 Apr 2025

https://github.com/lamastex/scalable-data-science

Scalable Data Science, course sets in big data Using Apache Spark over databricks and their mathematical, statistical and computational foundations using SageMath.

apache-spark data-science databricks scala

Last synced: 16 May 2025

https://github.com/menon92/DL-Sneak-Peek

Deep learning Bangla resources using TensorFlow

ai bangla bangla-ai bangla-nlp bangladeeplearning data-science deep-learning keras machine-learning python tensorflow

Last synced: 11 Jun 2026

https://github.com/remotesensinginfo/rsgislib

Remote Sensing and GIS Software Library; python module tools for processing spatial data.

classification data data-analysis data-processing data-science earth earth-observation gis machine-learning numpy observation python remote remote-sensing rsgislib sensing spatial spatial-analysis spatial-data spatial-data-analysis

Last synced: 21 Feb 2026

https://github.com/phillipdupuis/dtale-desktop

Build a data visualization dashboard with simple snippets of python code

data-analysis data-science data-visualization fastapi pandas python react typescript visualization

Last synced: 13 Sep 2025

https://github.com/google/starthinker

Reference framework for building data workflows provided by Google. Accelerates authentication, logging, scheduling, and deployment of solutions using GCP. To borrow a tagline.. "The framework for professionals with deadlines."

airflow app-engine automation bigquery cloud-functions cm360 colab-notebook data-science django dv360 google-ads google-analytics logger python scheduler ui workflows

Last synced: 04 Oct 2025

https://github.com/unnati-xyz/scalable-data-science-platform

Content for architecting a data science platform for products using Luigi, Spark & Flask.

data-engineer data-pipeline data-science luigi machine-learning rest-api spark

Last synced: 19 Jul 2025

https://github.com/Automunge/AutoMunge

Tabular feature encoding pipelines for machine learning with options for string parsing, missing data infill, and stochastic perturbations.

data-science machine-learning

Last synced: 15 Mar 2025

https://github.com/astronomer/airflow-provider-great-expectations

Great Expectations Airflow operator

airflow airflow-operators airflow-providers data-quality data-science data-testing

Last synced: 16 May 2025

https://github.com/matyushkin/lessons

📖 In Russian: cписок русскоязычных публикаций matyushkin и блокноты Jupyter для различных образовательных ресурсов.

data-science jupyter jupyter-notebook neural-network python python-plotly russian russian-language tensorflow

Last synced: 04 Apr 2026

https://github.com/davendw49/k2

Code and datasets for paper "K2: A Foundation Language Model for Geoscience Knowledge Understanding and Utilization" in WSDM-2024

ai4science data-science geoai geoscience kg large-language-models llm

Last synced: 01 Apr 2025

https://github.com/robb/rbbjson

Flexible JSON traversal for rapid prototyping.

data-science json jsonpath prototyping swift

Last synced: 17 Mar 2025

https://github.com/jeroenjanssens/python-polars-the-definitive-guide

Scripts and datasets for the O'Reilly book Python Polars: The Definitive Guide

data-science oreilly oreilly-books polars polars-dataframe python

Last synced: 05 Apr 2025

https://github.com/priorlabs/tabpfn-client

⚡ Easy API access to the tabular foundation model TabPFN ⚡

data-science foundation-models machine-learning tabpfn tabular-data

Last synced: 16 May 2025

https://github.com/apoorvalal/ding_causalinference_python

python implementation of Peng Ding's "First Course in Causal Inference"

causal-inference data-science

Last synced: 12 Apr 2025

https://github.com/hamelsmu/docker_tutorial

Code and helper scripts for article on Medium "How Docker Can Help You Become A More Effective Data Scientist"

data-science docker docker-tutorial medium medium-article

Last synced: 16 Jun 2025

https://github.com/alexandervnikitin/tsgm

Generation and evaluation of synthetic time series datasets (also, augmentations, visualizations, a collection of popular datasets) NeurIPS'24

augmentations data-augmentation data-science datasets deep-learning generative-model keras machine-learning python synthetic-data synthetic-time-series tensorflow2 time-series vae

Last synced: 06 Apr 2025

https://github.com/celebi-pkg/flight-analysis

Python package to scrape flight data from Google Flights and analyzes prices. Can determine optimal flight from date, place, and price

data-science google pandas planes prediction price-tracker python

Last synced: 30 Oct 2025

https://github.com/pyscaffold/pyscaffoldext-dsproject

💫 PyScaffold extension for data-science projects

data-science pyscaffold pyscaffold-extension python

Last synced: 16 May 2025

https://github.com/nickpoison/tsa4

R code for Time Series Analysis and Its Applications, Ed 4

astsa data-analysis data-science em-algorithm frequency-domain kalman-filter missing-data r state-space-models time-domain time-series-analysis

Last synced: 30 Oct 2025

https://github.com/tvdboom/atom

Automated Tool for Optimized Modelling

automl dagshub data-exploration data-pipeline data-science interactive-visualizations machine-learning mlflow model-predictions modelling python scikit-learn shap visualization

Last synced: 06 Apr 2025

https://github.com/risenw/datasist

A Python library for easy data analysis, visualization, exploration and modeling

data-analysis data-science data-visualization feature-engineering machine-learning python-3

Last synced: 24 Oct 2025

https://github.com/microsoft/mlos

MLOS is a project to enable autotuning for systems.

autotuning benchmarking benchmarking-framework data-science infrastructure optimize-systems performance-engineering

Last synced: 16 May 2025

https://github.com/oxinabox/DataDeps.jl

reproducible data setup for reproducible science

data data-science open-science

Last synced: 13 Nov 2025

https://github.com/theislab/kbet

An R package to test for batch effects in high-dimensional single-cell RNA sequencing data.

batch-effects data-science quantification scrnaseq

Last synced: 11 Oct 2025

https://github.com/jgoerner/beyond-jupyter

🐍💻📊 All material from the PyCon.DE 2018 Talk "Beyond Jupyter Notebooks - Building your own data science platform with Python & Docker" (incl. Slides, Video, Udemy MOOC & other References)

airflow apache apistar data-science docker docker-compose jupyter jupyter-notebook minio postgres superset

Last synced: 16 Mar 2025

https://github.com/noahho/caafe

Semi-automatic feature engineering process using Language Models and your dataset descriptions. Based on the paper "LLMs for Semi-Automated Data Science: Introducing CAAFE for Context-Aware Automated Feature Engineering" by Hollmann, Müller, and Hutter (2023).

automl data-science deep-learning feature-engineering machine-learning tabpfn

Last synced: 04 Apr 2025

https://github.com/rodrigo-arenas/portfolio

Personal website, Data scientist portfolio template

beginner-friendly create-react-app css3 data-science data-science-portfolio data-science-projects developer-portfolio good-first-issue javascript material-ui personal-website portfolio portfolio-template portfolio-website react react-portfolio reactjs up-for-grabs web-template

Last synced: 07 Apr 2025

https://github.com/dataficationsdk/verso

Extensible interactive notebook platform for .NET. Every built-in feature, from the C# kernel to the dashboard layout, is an extension built on the same public interfaces available to third-party authors. Runs in VS Code and the browser.

csharp data-science fsharp jupyter notebooks polyglot

Last synced: 02 May 2026

https://github.com/tiannaparris/data-analysis-portfolio

This is a repository that I have created to showcase skills, share projects and track my progress in Data Analytics / Data Science related topics.

data-analysis data-science data-visualization excel matplotlib pandas portfolio powerbi python r scipy seaborn sql tableau

Last synced: 30 Oct 2025

https://github.com/minerva-ml/open-solution-toxic-comments

Open solution to the Toxic Comment Classification Challenge

challenge competition data-science deep-learning ensemble-model kaggle kaggle-competition machine-learning neptune nlp pipeline prediction python python3

Last synced: 19 Jul 2025

https://github.com/alteryx/woodwork

Woodwork is a Python library that provides robust methods for managing and communicating data typing information.

data-science dataframe dataframes evalml featuretools inference machine-learning nlp-primitives python semantic-tags typing woodwork

Last synced: 15 May 2025

https://github.com/thebabylonai/babylog

A lightweight logger for machine learning teams to log images and predictions in production.

computer-vision cvops data-science logger logging-library machine-learning ml mlops python python3

Last synced: 07 May 2025

https://github.com/imteekay/machine-learning-research

✨ ML/AI Research

data-science deep-learning machine-learning python science

Last synced: 05 Apr 2025

https://github.com/ryanswanstrom/awesome-datascience-colleges

A list of colleges and universities offering degrees in data science.

colleges data-science datascience-colleges universities

Last synced: 27 Feb 2026

https://github.com/h2oai/wave-apps

Sample AI Apps built with H2O Wave.

data-science h2oai hacktoberfest low-code machine-learning python3

Last synced: 05 Sep 2025

https://github.com/oxinabox/datadeps.jl

reproducible data setup for reproducible science

data data-science open-science

Last synced: 26 Jan 2026

https://github.com/tirthajyoti/Interactive_Machine_Learning

IPython widgets, interactive plots, interactive machine learning

analytics animation classification data-science interactive jupyter-notebook machine-learning python regression scikit-learn statistics supervised-learning

Last synced: 19 Jul 2025

https://github.com/tirthajyoti/interactive_machine_learning

IPython widgets, interactive plots, interactive machine learning

analytics animation classification data-science interactive jupyter-notebook machine-learning python regression scikit-learn statistics supervised-learning

Last synced: 21 Aug 2025

https://github.com/heidelbergcement/hcrystalball

A library that unifies the API for most commonly used libraries and modeling techniques for time-series forecasting in the Python ecosystem.

cross-validation data-science fbprophet model-selection pmdarima sarimax sklearn sklearn-api sklearn-compatible sklearn-library sktime statsmodels tbats time-series time-series-forecasting transformer wrapper

Last synced: 05 Apr 2025

https://github.com/raptor-ml/raptor

Transform your pythonic research to an artifact that engineers can deploy easily.

ai-infra data-engineering data-science dataops feature-engineering feature-extraction feature-platform featurestore kubeflow kubernetes machine-learning ml mlops model-deployment production raptor raptor-ml reactive-ml

Last synced: 31 Mar 2025

https://github.com/safreita1/TIGER

Python toolbox to evaluate graph vulnerability and robustness (CIKM 2021)

adversarial-attacks attack cascading-failures data-mining data-science defense diffusion epidemics graph graph-attack graph-mining machine-learning netshield network-attack networks robustness simulation vulnerability

Last synced: 01 May 2025

https://github.com/benmarwick/ctv-archaeology

CRAN Task View: Archaeological Science

archaeological-science archaeology cran-task data-science r task-view

Last synced: 13 Apr 2025

https://github.com/DongjunLee/quantified-self

Self-knowledge through numbers

chatbot data-science fitbit github kino machine-learning personal-assistant quantified-self rescuetime self-tracking slack-bot todoist toggl trello

Last synced: 07 Apr 2025

https://github.com/dongjunlee/quantified-self

Self-knowledge through numbers

chatbot data-science fitbit github kino machine-learning personal-assistant quantified-self rescuetime self-tracking slack-bot todoist toggl trello

Last synced: 15 Apr 2025

https://github.com/morganjwilliams/pyrolite

A set of tools for getting the most from your geochemical data.

chemistry data-science geochemical-data geochemistry geoscience pyrolite ternary-diagrams

Last synced: 23 Feb 2026

https://github.com/abdenlab/oxbow

Oxbow makes genomic data ready for high-performance analytics.

apache-arrow bioinformatics data-science dataframe fair-data genomics multiomics ngs pandas polars python r rust-lang

Last synced: 07 Mar 2026

https://github.com/charlie5dh/predictivemaintenance-and-vibration-resources

Papers and datasets for Vibration Analysis

data-science dataset documentation kaggle machine-learning predictive-analysis predictive-maintenance vibration

Last synced: 05 Apr 2025

https://github.com/yandexdataschool/roc_comparison

The fast version of DeLong's method for computing the covariance of unadjusted AUC.

data-science statistics

Last synced: 10 Apr 2025

https://github.com/tariqdaouda/mariana

The Cutest Deep Learning Framework which is also a wonderful Declarative Language

artificial-intelligence artificial-neural-networks data-science deep-learning deep-learning-algorithms deep-learning-library deep-neural-networks deeplearning machine-learning machine-learning-algorithms machinelearning python theano

Last synced: 12 Apr 2025

https://github.com/materialsproject/matbench

Matbench: Benchmarks for materials science property prediction

benchmark chemistry condensed-matter data-science machine-learning machine-learning-algorithms materials-science physics

Last synced: 05 Apr 2025

https://github.com/mrgeislinger/flatiron-school-data-science-curriculum-resources

Lesson material on data science and machine learning topics/concepts

data-science data-visualization deep-learning gradient-descent learning linear-regression machine-learning neural numpy pandas sql statistical-distributions statistics

Last synced: 12 May 2025

https://github.com/pzivich/zEpid

Epidemiology analysis package

aipw data-science epidemiology epidemiology-analysis g-computation g-estimation g-formula incidence-rate-ratio inverse-probability-weights ipw odds-ratio risk-difference risk-ratio targeted-maximum-likelihood tmle

Last synced: 21 Nov 2025

https://github.com/emilhvitfeldt/r-text-data

List of textual data sources to be used for text mining in R

data-science nlp rstats text-analysis text-analytics-in-r text-mining tidytext

Last synced: 18 Jan 2026

https://github.com/whitews/flowkit

A Python toolkit for flow cytometry analysis supporting GatingML and FlowJo workspaces

cytometry data-science fcs fcs-files flow-cytometry flow-cytometry-analysis flowjo gatingml immunology python

Last synced: 02 Apr 2026

https://github.com/mlr-org/mlr3pipelines

Dataflow Programming for Machine Learning in R

bagging data-science dataflow-programming ensemble-learning machine-learning mlr3 pipelines preprocessing r r-package stacking

Last synced: 01 Mar 2026

https://github.com/EmilHvitfeldt/R-text-data

List of textual data sources to be used for text mining in R

data-science nlp rstats text-analysis text-analytics-in-r text-mining tidytext

Last synced: 13 Jul 2025

https://github.com/jazzdotdev/jazz

The Scripting Engine that Combines Speed, Safety, and Simplicity

actix android chromeos crypto cryptography data-science database development-environment embeddable jazz jinja2 linux lua markdown rust scraping scripting web witness

Last synced: 09 Jul 2025

https://github.com/TheDatumOrg/TSB-UAD

An End-to-End Benchmark Suite for Univariate Time-Series Anomaly Detection

anomaly-detection anomaly-detection-algorithm benchmark data-mining data-science datasets python python3 time-series time-series-analysis

Last synced: 26 Mar 2025

https://github.com/google/applied-machine-learning-intensive

Applied Machine Learning Intensive

data-science machine-learning python3 sklearn tensorflow tensorflow-examples tensorflow-tutorials

Last synced: 30 Sep 2025

https://github.com/rtemis-org/rtemis

Advanced Machine Learning and Visualization

data-science data-visualization machine-learning machine-learning-library r rstats visualization

Last synced: 14 Mar 2026

https://github.com/gzuidhof/zarr.js

Javascript implementation of Zarr

array data-science gehlenborglab javascript typescript zarr

Last synced: 05 Apr 2025

https://github.com/rivasiker/gghoriplot

A user-friendly, highly customizable R package for building horizon plots in ggplot2

data-science data-visualization ggplot2 horizon-plots r r-package

Last synced: 24 Sep 2025

https://github.com/apache/incubator-liminal

Apache Liminals goal is to operationalise the machine learning process, allowing data scientists to quickly transition from a successful experiment to an automated pipeline of model training, validation, deployment and inference in production. Liminal provides a Domain Specific Language to build ML workflows on top of Apache Airflow.

ai airflow big-data data-science machine-learning ml workflows