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: 2026-07-02 00:07:38 UTC
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https://github.com/privacy-tech-lab/cross-device-tracking

Data and software for cross-device tracking data collection

cross-device-tracking data-science internet-tracking privacy privacy-tech

Last synced: 30 Apr 2025

https://github.com/lettier/interactivekmeans

Interactive HTML canvas based implementation of k-means.

ai cluster cluster-analysis clustering clustering-algorithm clustering-evaluation clustering-methods data-science interactive-kmeans kmeans kmeans-algorithm kmeans-clustering machine-learning machine-learning-algorithms scikit-learn

Last synced: 26 Mar 2025

https://github.com/chendaniely/ds4biomed

Data Science for the Biomedical Sciences

biomedical-sciences data-science

Last synced: 11 Apr 2025

https://github.com/facultyai/ipydataclean

Interactive cleaning for Pandas DataFrames

data-cleaning data-science dataframe jupyter-notebook pandas

Last synced: 26 Aug 2025

https://github.com/alexioannides/lime-interpretable-ml

An example of how the LIME algorithm can be used to provide real-world insight into the decision processes of a 'black-box' machine learning algorithm - in this case a Radom Forest regressor.

data-science interpretability lime machine-learning numpy pandas pydata python scikit-learn

Last synced: 29 Oct 2025

https://github.com/feedzai/feedzai-openml

API for Feedzai's Open Machine Learning that allows to integrate ML algorithms in Feedzai's platform.

api data-science feedzai machine-learning openml

Last synced: 30 Apr 2025

https://github.com/vinibrsl/internet-affordability

🌍 Did you know that internet costs >20% of the average income in some countries?

data-science dataset human-rights insights jupyter-notebook scraping

Last synced: 12 Sep 2025

https://github.com/lintangwisesa/python_fundamental_datascience

Python 🐍 for Jr Data Scientist 📈📊📉

data-science machine-learning python

Last synced: 12 Sep 2025

https://github.com/cscherrer/sossmlj.jl

SossMLJ makes it easy to build MLJ machines from user-defined models from the Soss probabilistic programming language

bayesian-inference data-science julialang mlj probabilistic-programming soss

Last synced: 10 Apr 2025

https://github.com/harrystaley/open-source-data-science-degree-python

A fully curated, open-source Data Science curriculum focused on Python. Includes top-tier university courses (MIT, Stanford, Princeton) covering essential topics in computer science, data analysis, machine learning, and statistics — everything you need to build a solid foundation in Data Science, 100% free.

data data-science dataanalysis datasci ds open open-source py python python3 science source statistics

Last synced: 13 Apr 2025

https://github.com/morningman/mcp-doris

An MCP server for Apache Doris & VeloDB

data-science doris mcp-server

Last synced: 14 Dec 2025

https://github.com/Absolventa/iruby-chartkick

Minimalistic wrapper around chartkick for using it within iruby

chartkick data-science iruby rubydatascience visualization

Last synced: 07 May 2025

https://github.com/giswqs/streamlit-mapbox

A Streamlit Component for rendering Mapbox GL JS

data-science geospatial mapping streamlit streamlit-component streamlit-webapp

Last synced: 19 Jul 2025

https://github.com/codait/flight-delay-notebooks

Analyzing flight delay and weather data using Elyra, IBM Data Asset Exchange, Kubeflow Pipelines and KFServing

codait data-science elyra jupyter jupyter-notebook jupyterlab kfserving kubeflow-pipelines machine-learning

Last synced: 06 May 2025

https://github.com/millengustavo/time-series-forecasting

Notes on time series forecasting

data-science forecast statistical time-series time-series-analysis

Last synced: 04 Sep 2025

https://github.com/charlesaverill/satyrn

A Notebook alternative that supports branching code and local collaboration.

data-science full-stack ide jupyter-notebook machine-learning open-source python web-development

Last synced: 11 Apr 2025

https://github.com/yashksaini-coder/floraloracle--iris-inference-hub

The Objective is to combine the Prediction & classification scenarios of Machine Learning algorithms on the morphological Flower dataset

classification data-science jupyter-notebook machine-learning machine-learning-algorithms machinelearning prediction-model python3 scikit-learn scikitlearn-machine-learning

Last synced: 11 Apr 2025

https://github.com/martin-sicho/genui-gui

GenUI frontend application. It provides a GUI to the GenUI REST API web services.

cheminformatics data-science gui molecular-generation qsar react visualization webapp

Last synced: 19 Jan 2026

https://github.com/flipkart/foxtrot

A store abstraction and analytics system for real-time event data.

alerting analytics data-engineering data-science data-visualization elasticsearch hbase java monitoring

Last synced: 12 Dec 2025

https://github.com/tosunthex/py_ds_ml_bootcamp

Udemy Jose Portilla Python for Data Science and Machine Learning Bootcamp

data-science datascience jose-portilla machine-learning matplotlib-pyplot python scikit-learn seaborn tensorflow udemy-course-project udemy-machine-learning

Last synced: 03 Oct 2025

https://github.com/thalesgroup/agilab

Open-source platform for reproducible AI/ML workflows, from local experimentation to distributed workers and long-lived services.

agentic-ai ai ai-agents ai-engineering cython dask data-science distributed-computing experiment-tracking free-threaded-python jupyter-notebook machine-learning mlflow mlops python reproducibility reproducible-research rust streamlit workflow-orchestration

Last synced: 30 May 2026

https://github.com/scikit-learn/blog

Hosting the scikit-learn blog.

community data-science machine-learning open-source python scikit-learn

Last synced: 06 Sep 2025

https://github.com/autonlab/aqua

AQuA: A Benchmarking Tool for Label Quality Assessment

data-centric-ai data-cleaning data-science label-errors machine-learning robust-machine-learning

Last synced: 16 Jan 2026

https://github.com/exasol/data-science-examples

Collection of data science and machine learning examples with Exasol

data-science exasol-integration

Last synced: 07 May 2025

https://github.com/larribas/dagger

Define sophisticated data pipelines with Python and run them on different distributed systems (such as Argo Workflows).

argo-workflows data-engineering data-pipelines data-science distributed-systems pipelines-as-code workflows

Last synced: 28 Jul 2025

https://github.com/Lemniscate-world/Neural

Neural is a domain-specific language (DSL) designed for defining, training, debugging, and deploying neural networks. With declarative syntax, cross-framework support, and built-in execution tracing (NeuralDbg), it simplifies deep learning development.

automation data-science data-visualization diagrams dsl hyperparameter-optimization lark llms machine-learning neural-architecture-search neural-networks neural-networks-and-deep-learning neural-networks-from-scratch nocode onnx pytorch tensorflow visual-programming-language visualization

Last synced: 13 Oct 2025

https://github.com/wyfunique/DBSim

The codebase for DBSim

data-science database in-database in-database-analytics query-optimizer sql-parser sql-query

Last synced: 27 Apr 2025

https://github.com/nicbet/infozilla

The infoZilla unstructured software engineering data mining tool. It can find and extract source code regions, patches, stack traces, enumerations and itemizations from discussion threads.

bugreport bugzilla data-mining data-science tools unstructured-data

Last synced: 13 Oct 2025

https://github.com/milos-agathon/map-rivers-with-sf-and-ggplot2-in-r

Let's make a pretty map of European rivers using the Global River Classification dataset 🧑🏼‍💻 Check the full tutorial at https://milospopovic.net/map-rivers-with-sf-and-ggplot2-in-r/

data-science data-visualization gis r rivers

Last synced: 04 Apr 2026

https://github.com/dakimura/learn-data-science-for-free-jp

初学者がデータサイエンスをコンパクトに一通り学ぶための無料の資料です。

artificial-intelligence computer-vision data-science datascienceproject deeplearning machine-learning machine-learning-algorithms natural-language-processing neural-networks

Last synced: 09 Apr 2025

https://github.com/tushar2704/streamlit-magic-cheat-sheets

Streamlit Magic Cheat Sheets- All of Streamlit in one Streamlit App!(Available in English, Français & Deutsch.)

data-science machine-learning python snowflake streamlit streamlit-tushar2704 tushar2704 webapp

Last synced: 27 Apr 2026

https://github.com/chifisource/oddframes.jl

The unique data management platform for Julia

data data-science julia machine-learning

Last synced: 13 Aug 2025

https://github.com/rsalmei/tsp-essay

A fun study of some heuristics for the Travelling Salesman Problem.

algorithms clustering data-science data-visualization greedy-algorithm greedy-nn-algorithm heuristic kmeans-algorithm kmeans-clustering logistics matplotlib numpy pandas traveling-salesman traveling-salesman-problem travelling-salesman travelling-salesman-problem tsp tsp-problem two-opt

Last synced: 11 Apr 2025

https://github.com/yashuv/python-for-data-science-ai-and-development

Python for Data Science, AI & Development - offered by IBM on Coursera

coursera-course data-analysis data-science ibm numpy pandas python

Last synced: 12 Apr 2025

https://github.com/autonomio/wrangle

A data transformation package for deep learning with Autonomio, Keras and TensorFlow.

data-science deep-learning etl keras resampling transformation wrangling

Last synced: 07 Apr 2025

https://github.com/mostafa-wael/exploring-the-landscape-of-the-egyptian-software-market

A Data-driven Approach. Our story begins with a quest for knowledge. The information we obtained from LinkedIn offers us unprecedented insights into the landscape of the Egyptian Software Market.

carrers data-science hypothesis-testing linkedin market scraping software story-telling

Last synced: 13 Sep 2025

https://github.com/mohammadreza-mohammadi94/data-analysis-and-machine-learning-projects

A comprehensive collection of data analysis and machine learning projects, showcasing techniques and models for various data challenges. Dive in to explore code examples, analyses, and machine learning workflows.

data-analysis data-science dataframes deep-learning exploratory-data-analysis hyperparameter-tuning machine-learning machine-learning-algorithms pandas python scikit-learn visualization

Last synced: 06 Oct 2025

https://github.com/touppercase78/intel-processors

Datasets for All Processors Maufactured By Intel

cpu data-science datasets intel jupyter-notebook microprocessors processors python

Last synced: 01 Apr 2025

https://github.com/codelibs/fione

Fione is Enterprise AI Platform

ai automl data-science machine-learning

Last synced: 30 Apr 2025

https://github.com/integratedmodelling/klab

agent-based-simulation data-science modelling-framework semantic-web semantic-web-language

Last synced: 16 Jan 2026

https://github.com/devinterview-io/numpy-interview-questions

🟣 NumPy interview questions and answers to help you prepare for your next machine learning and data science interview in 2025.

ai-interview-questions coding-interview-questions coding-interviews data-science data-science-interview data-science-interview-questions data-scientist-interview interview-practice interview-preparation machine-learning machine-learning-and-data-science machine-learning-interview machine-learning-interview-questions numpy numpy-interview-questions numpy-questions numpy-tech-interview software-engineer-interview technical-interview-questions

Last synced: 30 Oct 2025

https://github.com/correia-jpv/fucking-awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software. With repository stars⭐ and forks🍴

awesome awesome-list data-science data-visualization library machine-learning machine-learning-algorithms machine-learning-library machine-learning-tutorials machinelearning machinelearning-python ml

Last synced: 27 Apr 2025

https://github.com/fernandojunior/financial-fraud-detection

A Python lib for fraud detection in a financial context

anomaly-detection credit-card data-science finance fraud-detection machine-learning outlier-detection python

Last synced: 02 Apr 2026

https://github.com/som-research/hfcommunity

HFCommunity offers an offline up-to-date relational database built from the data available at the Hugging Face Hub, providing queriable data about the repositories hosted in the Hub

data-science database dataset huggingface

Last synced: 05 Apr 2026

https://github.com/clojure-finance/datajure

Clojure data manipulation DSL — composable query syntax built on tech.ml.dataset

clojure data-manipulation data-science dataframe dsl empirical-research query-dsl tech-ml-dataset

Last synced: 20 Apr 2026

https://github.com/latentcat/network-vis

WIP. Visualization of social networks. 社交网络可视化。

complex-networks data data-science graph graph-visualization social-media social-network-analysis visualization wechat

Last synced: 16 Mar 2026

https://github.com/pitmonticone/plantdiseaseclassification

Dataset Analysis & CNN Models Optimization for Plant Disease Classification.

classification-algorithims computer-science computer-vision convolutional-neural-networks data-science deep-learning deep-neural-networks neural-network neural-networks plant-disease-classification plant-disease-detection plant-pathology-fgvc7

Last synced: 02 Jan 2026

https://github.com/tamasgal/thepipe

A simplistic, general purpose pipeline framework.

data-processing data-processing-pipelines data-science hacktoberfest pipelines provenance python

Last synced: 21 Mar 2025

https://github.com/eshikashah/ibm-data-science-ml-with-python-project

Capstone project for IBM data science course - ML with python.

algorithms data-analysis data-science ibm machine-learning python

Last synced: 07 May 2025

https://github.com/srowen/cdsw-simple-serving

Modeling Lifecycle with ACME Occupancy Detection and Cloudera

cloudera cloudera-data-science data-science openscoring pmml workbench

Last synced: 10 Oct 2025

https://github.com/rotationalio/pyensign

Ensign driver, SDK, and helpers for Python

data-science event-driven event-driven-architecture eventing hacktoberfest microservices

Last synced: 19 Jun 2025

https://github.com/devinterview-io/scikit-learn-interview-questions

🟣 Scikit-Learn interview questions and answers to help you prepare for your next machine learning and data science interview in 2024.

ai-interview-questions coding-interview-questions coding-interviews data-science data-science-interview data-science-interview-questions data-scientist-interview interview-practice interview-preparation machine-learning machine-learning-and-data-science machine-learning-interview machine-learning-interview-questions scikit-learn scikit-learn-interview-questions scikit-learn-questions scikit-learn-tech-interview software-engineer-interview technical-interview-questions

Last synced: 13 Apr 2025

https://github.com/mehmetkahya0/web-resource-downloader

This is a Python script that downloads all resources (images, scripts, stylesheets, etc.) from a given website.

algorithms beautifulsoup4 bs4 bs4-requests data-analysis data-science datascience python python3 requests scraper scraping

Last synced: 12 Oct 2025

https://github.com/adilzouitine/pyfeel

Python package for emotion analysis in French

data-analysis data-mining data-science emotion emotion-analysis nlp nlp-library opinion-mining python

Last synced: 06 Nov 2025

https://github.com/gagolews/lmlcr

Lightweight Machine Learning Classics with R (Book Draft)

classification clustering data-science machine-learning machine-learning-algorithms mathematical-modelling optimisation-algorithms r regression

Last synced: 14 Jul 2025

https://github.com/mratsim/humpback-whale-identification

Kaggle Humpback whale identification: 2xGPU Data augmentation + FP16 mixed precision training

computer-vision data-science identification kaggle pytorch

Last synced: 07 May 2025

https://github.com/philipyip1988/python-notebooks

Data-science tutorials covering Python, Object-Orientated Programming Python standard libraries such as collections, itertools, math, statistics, random and datetime. The tutorials also cover the data-science libraries such as numpy, pandas, matplotlib and seaborn as well as the conda ecosystem.

anaconda anaconda-environment conda data-science jupyterlab math matplotlib numpy pandas python python3 seaborn statistics

Last synced: 31 Jul 2025

https://github.com/pmbrull/azure-ds-examdp100-notes

Personal notes for the Azure Data Science exam DP-100

azure cloud data-science exam machine-learning notes python

Last synced: 12 Apr 2025

https://github.com/boniolp/dsymb-playground

[ICDE 2024] Python and Streamlit implementation of "d_{symb} playground: an interactive tool to explore large multivariate time series datasets"

clustering data-science data-visualization streamlit symbolization time-series time-series-analysis webapp

Last synced: 30 Apr 2025

https://github.com/darenasc/data-science-for-good

Data Science for Good links.

data-for-good data-science

Last synced: 12 Jan 2026

https://github.com/khuyentran1401/prefect-alert

A decorator that sends alert when a Prefect flow fails

data data-engineering data-science prefect python

Last synced: 13 Apr 2025

https://github.com/vunb/node-crfsuite

A nodejs binding for crfsuite

crf crfsuite data-science node-crfsuite vntk

Last synced: 17 Jul 2025

https://github.com/vanessaaleung/ds-case-studies

Data Science Case Studies

ab-testing case-study data-science ds-case-studies financial-analysis gameofthrones marketing-analytics modeling network-analysis prediction pricing-analytics python r sharpe-ratio text-mining

Last synced: 26 Jun 2025

https://github.com/compilerla/data-donuts

Public sector breakfast lecture series meant to inspire.

data-donuts data-science events government los-angeles

Last synced: 12 Feb 2026

https://github.com/alexioannides/pymc-advi-hmc-demo

Demonstrating HMC and ADVI algorithms for Bayesian data analysis using PYMC3.

bayesian-data-analysis bayesian-inference data-science example-project jupyter-notebook machine-learning markov-chain-monte-carlo probabilistic-programming pymc3 python variational-inference

Last synced: 28 Jul 2025

https://github.com/uriamorp/mprod_package

Software implementation for tensor-tensor m-product

data-science linear-algebra multiway numerical-analysis pca python scientific-computing spatio-temporal tca tcam tensor tensor-algebra tensor-decomposition tensor-factorization tensor-product time-series-analysis

Last synced: 21 Oct 2025

https://github.com/vidhi1290/deep-learning-for-eeg-emotion-classification

This repository contains a Python code script for performing emotion classification using EEG (Electroencephalogram) data. Emotion classification from EEG signals is an important application in neuroscience and human-computer interaction. The code leverages deep learning techniques to analyze EEG data and predict emotional states.

coorelation data-exploration data-preprocessing data-science data-visualization deep-learning deep-learning-algorithms eeg-emotion-recognition egg-signals emotion-distribution emotion-prediction feature-analysis heatmap human-emotions machine-learning machine-learning-algorithms pie-chart spectral-analysis time-series-visualization

Last synced: 10 Apr 2025

https://github.com/laderast/burro

Exploring data together using shiny (burro(w) into the data)

data-science data-visualization eda exploratory-data-analysis shiny

Last synced: 25 Sep 2025

https://github.com/dalageo/ml-gassensordrift

Drift Detection in Gas Sensor Array at Different Concentration Levels ☢️

data-science decision-tree-regression gas-sensor-calibration gas-sensor-datasets machine-learning optuna predictive-maintenance python random-forest-regression scikit-learn xgboost-regression

Last synced: 25 Oct 2025

https://github.com/ditikrushna/predict-sales-revenue-using-multiple-regression-model

In this project you will build and evaluate multiple linear regression models using Python. You will use scikit-learn to calculate the regression, while using pandas for data management and seaborn for data visualization. The data for this project consists of the very popular Advertising dataset to predict sales revenue based on advertising spending through media such as TV, radio, and newspaper.

data-science multiple-regression multiple-regression-analysis regression-models seaborn

Last synced: 01 Mar 2025

https://github.com/tushar2704/taipy-cheat-sheets

Taipy Cheat Sheets - All of Taipy with Taipy Application

application artificial-intelligence data-science gui taipy taipy-core taipy-gui tushar-taipy tushar2704 ui ux

Last synced: 29 Apr 2026

https://github.com/reddyprasade/python-basic-for-all-3.x

We are going to Learn Python, it is a powerful multi-purpose programming language created by Guido van Rossum. It has simple easy-to-use syntax, making it the perfect language for someone trying to learn computer programming for the first time. This is a comprehensive guide on how to get started in Python, why you should learn it and how you can learn it. However, if you knowledge of other programming languages and want to quickly get started with Python.

comprehensive-guide data-science knowledge perfect-language programming-languages python python-3 python-3-6 python3

Last synced: 25 Feb 2026

https://github.com/adamrossnelson/stataipedsall

Scripts to download and build panel data files for IPEDS.

bigdata data-science ipeds test-scores

Last synced: 13 Feb 2026

https://github.com/dongjunlee/beawesometoday

Be Awesome Today - My Awesome List & Today I Learned & Blogging Articles

awesome-list blog chatbot data-science deep-learning machine-learning python til today-i-learned

Last synced: 17 Mar 2026

https://github.com/lydialucchesi/smallsets

Visual documentation for data preprocessing in R and Python

data-science data-visualization documentation-tool machine-learning preprocessing python r r-package visualization-tools

Last synced: 24 Jun 2025

https://github.com/glentner/dataphile

Data analytics library for Python and suite of open source, command line based data ops tools.

data-analysis data-ops data-science python scientific-computing

Last synced: 07 May 2025

https://github.com/omarsar/data_mining_2017_fall_lab

Contains information and instructions for the first Data Mining lab session for 2017 Fall.

data data-analysis data-mining data-science data-visualization

Last synced: 08 Sep 2025

https://github.com/yashksaini-coder/bharat-intern

Exploring data's depths with Bharat Intern! 🌐🚀 Unveiling insights from the dataset, my project is a fusion of creativity and analytics. Stay tuned for more! 📊

classification data data-science data-visualization internship-project

Last synced: 19 Jul 2025

https://github.com/chalmerlowe/jupyter_tutorial

An introduction to Jupyter and Jupyter Labs for data analysis, data science, and Python development

data-analysis data-science jupyter jupyter-notebook jupyterlab notebook python tutorial

Last synced: 10 Apr 2025

https://github.com/nceas/nceas-training

Training materials and modules from R-based data science short courses at NCEAS

data-science lessons training

Last synced: 30 Apr 2025

https://github.com/sravb/nba-predictive-analytics

Being able to perform gameplay analysis of NBA players, NBA Predictive Analytics is a basketball coach's new best friend.

basketball data-mining data-science data-visualization decision-tree k-nearest-neighbors kaggle-dataset machine-learning matplotlib nba-analytics pandas predictive-analytics python scikit-learn scipy

Last synced: 07 May 2025

https://github.com/open-risk/correlationmatrix

correlationMatrix is a Python powered library for the statistical analysis and visualization of correlations

correlation-analysis correlation-matrices data-analysis data-science statistics

Last synced: 04 Jul 2025

https://github.com/greenelab/gbm_immune_validation

Validating glioblastoma immune cell immunohistochemsitry using computational deconvolution of TCGA tumors

analysis cancer data-science gene-expression glioblastoma machine-learning survival-analysis tool

Last synced: 07 Jul 2025

https://github.com/firefly-cpp/uarmsolver

universal Association Rule Mining Solver

association-rule-mining data-mining data-science evolutionary-algorithms swarm-intelligence

Last synced: 13 Apr 2025

https://github.com/alex000kim/ml-pipeline-with-dvc-skypilot-huggingface

data-science dvc large-language-models llama llama2 llm machine-learning mlops natural-language-processing skypilot

Last synced: 11 Apr 2025

https://github.com/gramian/hapod

HAPOD - Hierarchical Approximate Proper Orthogonal Decomposition

data-driven data-reduction data-science datascience dimension-reduction distributed-memory high-performance-computing hpc limited-memory mapreduce mapreduce-algorithm model-order-reduction model-reduction pca pod proper-orthogonal-decomposition svd unsupervised-learning

Last synced: 06 May 2025

https://github.com/shivangraikar/datasciencevalue

Web application created using Streamlit to host an intelligent salary predictor. The project returns the position of the user in this particular field of Data Science.

data-science heroku-deployment logistic-regression machine-learning streamlit-webapp

Last synced: 15 Apr 2025