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: 2026-07-09 00:07:48 UTC
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https://github.com/sferez/twitter_toolbox

Complete Toolbox for Scraping, Streaming, Interact with API, Cleaning, Preprocessing, Applying NLP on Twitter Data

data-collection data-science nlp preprocessing twitter twitter-api twitter-scraping twitter-streaming-api

Last synced: 10 Apr 2025

https://github.com/frobnitzem/mpi_list

A package for working with lists distributed over MPI

data-science hpc map-reduce mpi4py

Last synced: 18 Mar 2025

https://github.com/snowflakedb/snowpark-checkpoints

Snowpark Python / Spark Migration Testing Tools

data-analytics data-engineering data-science python snowflake sql

Last synced: 31 Aug 2025

https://github.com/ahammadmejbah/data-science-interview-question-and-solution

Data Science Interview Question: Explain the concept of regularization in machine learning. Solution: Regularization is a technique to prevent overfitting by adding a penalty term to the loss function.

data-engineering data-mining data-science data-structures data-visualization database

Last synced: 26 Feb 2025

https://github.com/redhat-na-ssa/demo-ocp-gpu

Show some magic around GPUs on OpenShift

code-server data-science gpu nvidia

Last synced: 30 Jul 2025

https://github.com/blockchain-etl/anomalous-transactions-detector-dataflow

Dataflow pipeline for detecting anomalous transactions on the Ethereum and Bitcoin blockchains

anomaly-detection apache-beam bitcoin blockchain-analytics crypto cryptocurrency data-analytics data-engineering data-science ethereum gcp google-cloud google-cloud-platform google-dataflow google-pubsub on-chain-analysis real-time real-time-analytics stream-processing web3

Last synced: 15 Apr 2026

https://github.com/lockedata/opentrainingcontent

An MIT & CCBY4.0 licensed repository of training materials from Locke Data

data-science open-course r-stats

Last synced: 29 Jul 2025

https://github.com/hritik5102/shala2020

MastAI ki paathSHALA : Data Science, Machine Learning, and Deep Learning codes with explanation and reference links 👨‍💻

artificial-intelligence computer-vision data-science deep-learning machine-learning statistics

Last synced: 12 Oct 2025

https://github.com/aqafridi/data-analytics-specialization

In this Specialization of Data Analytics we will use systematic computational analysis of data or statistics using Python. (rarely Excel or Cognos)

beautifulsoup cognos-dashboard data-science data-visualization excel numpy pandas python sql

Last synced: 21 Sep 2025

https://github.com/sondosaabed/oil-vs-bigtech-stock-investigation

💹📈Investigating the oils market prices in addition to the stock market prices between the start of 2001 to the end of 2023. 💰📉

advanced-data-wrangling api data-analyst-nanodegree data-assessment data-gathering data-science python requests wrangling-data

Last synced: 09 Apr 2025

https://github.com/andersy005/dask-notebooks

Dask tutorials for Big Data Analysis and Machine Learning as Jupyter notebooks

dask data-science distributed-computing jupyter-notebook parallel-computing python

Last synced: 30 Aug 2025

https://github.com/it-at-m/startercode-opendata-munich

Automatically generated starter code notebooks in Python and R from opendata.muenchen

bavaria data-science germany jupiter-notebook munich open-data open-data-science open-datasets open-government open-government-data opengovernment opengovernmentdata python r r-markdown rmarkdown rstat

Last synced: 19 Apr 2025

https://github.com/pegah-ardehkhani/pneumonia-diagnosis-in-chest-x-ray-images

Detect Pneumonia Using Deep Learning Models (CNN and InceptionV3)

cnn data-science deep-learning deep-learning-algorithms deep-learning-healthcare deep-neural-networks healthcare image-classification image-processing lungs machine-learning machine-learning-algorithms pneumonia pneumonia-classification pneumonia-detection pneumonia-diagnosis pneumoniac-xray tensorflow transfer-learning x-ray-images

Last synced: 14 Apr 2025

https://github.com/trafficgcn/optimal_path_dijkstra_for_data_science

Plotting the Optimal Route in Python for Data Scientists using the Dijkstra Algorithm

data-science dijkstra dijkstra-algorithm dijkstra-shortest-path map mapping open-street-map optimal-route osm osmnx python

Last synced: 27 Oct 2025

https://github.com/dhhruv/the-sparks-foundation-internship-tasks

This Repository is dedicated to the completion of my Task with video from The Sparks Foundation (Graduate Rotational Internship Program).

business-analytics data-science data-visualization grip gripmay21 intern internship jupyter machine-learning python task-6 task6 the-sparks-foundation thesparksfoundation tsf

Last synced: 19 Sep 2025

https://github.com/woojiahao/pds-analysis

data-science database matplotlib numpy pandas python3

Last synced: 27 Jul 2025

https://github.com/takuti/pyhivemall

Using machine learning model from Apache Hivemall :bee: in Python :snake:

data-science hive machine-learning python

Last synced: 15 Apr 2025

https://github.com/firelink-sh/evolve-py

A highly efficient, composable, and lightweight ETL and data integration framework.

analytics arrow big-data data data-engineering data-integration data-science duckdb elt etl ingestion ingress ml olap pipeline polars postgresql python s3

Last synced: 10 Mar 2026

https://github.com/thavlik/doom-gameplay-dataset

A dataset of Doom 1 & 2 gameplay videos preprocessed for deep learning

data-science dataset deep-learning doom doom-gameplay machine-learning quake-gameplay-dataset videos

Last synced: 16 Jan 2026

https://github.com/brendanhcullen/rstudio-instructor-certification

My materials for the RStudio Instructor Certification Teaching Exam.

certification data-science dplyr education instructor-training r rstudio tidyverse

Last synced: 25 Apr 2025

https://github.com/radanalyticsio/workshop-notebook

Basic Jupyter notebook for learning Spark and OpenShift

containers data-science jupyter openshift spark

Last synced: 05 Aug 2025

https://github.com/abhinav-ark/mal_lyrics_analysis

Preprocessing and EDA on a Dataset of Malayalam Songs and Lyrics

data-science eda jupyter-notebook python

Last synced: 22 Jul 2025

https://github.com/shreyamalogi/mushroom-mystery

Can You Eat That? 🍄 Let Data Decide.

classification data-analysis data-science eda machine-learning python

Last synced: 06 Nov 2025

https://github.com/joschnitzbauer/dalymi

A lightweight, data-focused and non-opinionated pipeline manager written in and for Python.

dag data data-science pipeline python workflow

Last synced: 14 Jan 2026

https://github.com/emmanuel10701/selenium_scraping

Data-Scraping

data-mining data-science python selenium selenium-webdriver web-scraping

Last synced: 22 Aug 2025

https://github.com/taharallouche/hakeem

Flexible crowdsourced data labeling solutions for scarce and incomplete annotations

crowdsourcing data-science datalabeling python

Last synced: 10 Oct 2025

https://github.com/theakashshukla/r-project

🎓 A Collection of Programming Assignment for R Language

algorithms data-analysis data-science data-science-projects ml r

Last synced: 24 Jul 2025

https://github.com/jmcph4/open-engine-data

Open dataset of various technical specifications for automotive engines

auto automotive cars csv data-science dataset engine mechanical-engineering open-access open-data reference-data technical-specifications

Last synced: 22 Jan 2026

https://github.com/raoumer/dwx

Deep Web Extractor (DWX): Deep Web Extractor system is using statistical machine learning models for crawling and data discovery from the Deep Web (i.e., massive and quality portion of World Wide Web) to build knowledge based databases.

data-discovery data-science data-visualization machine-learning python

Last synced: 09 Mar 2026

https://github.com/sdhutchins/cookiecutter-computational-biology

A boilerplate for reproducible computational biology projects.

biology computational-biology cookiecutter cookiecutter-template data-science science

Last synced: 20 Mar 2025

https://github.com/makomweb/curious-moon-exercise

My notes about: A Curious Moon by Rob Conery

data data-science docker make postgres postgresql sql

Last synced: 06 Apr 2025

https://github.com/reiniervlinschoten/castoredc_api

Python Wrapper for Castor EDC API

castor-edc castor-edc-api clinical-research clinical-trials data data-science python3 wrapper-api

Last synced: 15 Oct 2025

https://github.com/erictleung/data-science

:computer: Repository for teaching materials and notes on machine learning and data science for freeCodeCamp

data-cleaning data-engineering data-science data-visualization freecodecamp learning machine-learning mathematics notes python statistics

Last synced: 25 Mar 2025

https://github.com/devinterview-io/explainable-ai-interview-questions

🟣 Explainable AI 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 explainable-ai explainable-ai-interview-questions explainable-ai-questions explainable-ai-tech-interview interview-practice interview-preparation machine-learning machine-learning-and-data-science machine-learning-interview machine-learning-interview-questions software-engineer-interview technical-interview-questions

Last synced: 08 Jan 2026

https://github.com/kmario23/pytorch-padawan

Exercises, Descriptions, and Visualizations to build intuitions and confidence in working with PyTorch for accelerated Scientific Computing

data-analysis data-science data-visualization deep-learning deep-neural-networks distributed-computing gpu-computing jupyter machine-learning ndarray python python3 pytorch scientific-computing scientific-visualization tensor tensor-processing vectorization vectorized-computation visual-computing

Last synced: 07 Apr 2025

https://github.com/emiruz/dataset-tools

Easy to use library for working with core.matrix datasets in Clojure: select, where, aggregate, join, order, cross-tab, from/to-dataset, etc

data-mining data-science dataset dsl matrix sql

Last synced: 22 Oct 2025

https://github.com/mshenfield/subreddit_algebra

A python port and frontend to 538's subreddit analysis

data-science data-visualization reddit

Last synced: 13 Apr 2025

https://github.com/mlr-org/mlr3fda

Functional Data Analysis for mlr3

data-analysis data-analysis-in-r data-science functional-data machine-learning mlr3 r r-package

Last synced: 29 Jun 2025

https://github.com/jhermann/til-about-data-science

:mortar_board: :panda_face: Records of what I learned while exploring the waters of Data Science (using Python)

artificial-intelligence data-science know-how machine-learning matplotlib pandas python seaborn today-i-learned visualization

Last synced: 19 Apr 2025

https://github.com/ahammadmejbah/becoming-a-python-developer

Becoming a Python developer involves mastering the Python programming language, understanding its syntax, and learning popular frameworks. Gain proficiency in web development, data analysis, or automation. Collaborate on projects, build a strong portfolio, and stay updated on industry trends to excel in this dynamic and versatile field.

algorithms algorithms-and-data-structures data-science deep deep-learning deep-neural-networks machine-learning machine-learning-algorithms machinelearning python python3

Last synced: 11 Jun 2025

https://github.com/jcm-ai/standard-bank-data-science-virtual-experience-programme

This repository has all of the assignments I had to do for the Standard Bank Data Science Virtual Experience Program. 📉👨‍💻📊📈

automl business-analysis business-solutions client-communication data-analysis data-mining data-science data-visualization machine-learning machine-learning-algorithms matplotlib-pyplot model-evaluation model-interpretation power-point presentation-slides programming-language python3 seaborn sql statical-analysis

Last synced: 16 Sep 2025

https://github.com/rehan-ankalgi-7t2/software-architect-roadmap

comprehensive reference guides, tips, best practices and cheatsheets to various tech in software engineering

api architecture aws business-analytics cloud containerization data-science design-patterns frameworks libraries networking orchestration programming-languages system-design

Last synced: 27 Feb 2025

https://github.com/kzndotsh/gang.guide

Evidence backed mapping of criminal organizations across the US — alliances, rivalries, history, and culture.

ai crime data-analysis data-science data-visualization dataset gangs konva konvajs llm organized-crime python svelte sveltekit tailwind typescript

Last synced: 03 Jul 2026

https://github.com/arbaznazir/datalineagepy

86% faster data lineage tracking for pandas DataFrames with zero infrastructure. Real-time monitoring, ML anomaly detection, and enterprise compliance features.

anomaly-detection data-eng data-governance data-lineage data-quality data-science dataframes enterprise etl lineage-tracing machine-learning pandas python

Last synced: 28 Apr 2026

https://github.com/hmiladhia/piskle

A serialization package optimized for scikit-learn

data-science machine-learning python scikit-learn serialization

Last synced: 28 Oct 2025

https://github.com/solarwinds/probprog-workshop

Workshop on probabilistic programming for Tech Summit 2020 (Brno, December 12 2019)

data-science machine-learning probabilistic-programming statistics

Last synced: 24 Apr 2025

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

Implementations for Feedzai's OpenML APIs to allow for usage of machine learning models in the R programming language.

caret data-science feedzai machine-learning machine-learning-algorithms openml r rserve

Last synced: 17 Oct 2025

https://github.com/adityashrm21/exploratory_data_analysis

A collection of exploratory data analysis techniques and resources

data data-analysis data-exploration data-science data-visualization dataset datasets eda exploratory-data-analysis insights kaggle

Last synced: 29 Apr 2025

https://github.com/pfed-prog/catalonia_data

we have analyzed air quality in Catalonia by using the data from the Catalan Transparency Portal.

data-science dspyt jupyter-notebook ocean oceanprotocol python3

Last synced: 05 Oct 2025

https://github.com/ucla-biostat-203b/2023winter

Course webpage for UCLA Biostat 203B (Intro. to Data Science)

biostatistics data-science docker machine-learning r

Last synced: 07 Sep 2025

https://github.com/fusky-labs/pacopanda-drawing-stats

A case study and data analysis project that collects drawings from a furry artist Paco Panda

data-science data-visualization fastapi furries furry furry-fandom pandas python

Last synced: 09 Aug 2025

https://github.com/vatshayan/machine-learning-and-data-science-projects

Top New and research Paper Based Projects for your final year and college projects. #FREE HELP #Live_explanation #Research papers #PPT # Report #Code

college-project data-science data-science-projects final-project final-year-project finalproject finalyearproject machine-learning machine-learning-projects machinelearning ml-project opencv-project projects research-project semester-project semester-projects

Last synced: 17 Aug 2025

https://github.com/altescy/dacompe-27-jleague

Jリーグ観客動員数を予測せよ！【練習問題】 https://deepanalytics.jp/compe/27/

data-science

Last synced: 08 Oct 2025

https://github.com/arasgungore/job-posting-duplicate-detection

A project aiming to leverage text embeddings and Milvus, a high-performance vector search engine, to detect duplicate job postings.

data-science docker-compose dockerfile duplicate-detection duplicates embedding embeddings exploratory-data-analysis job-posting job-postings machine-learning milvus natural-language-processing sentence-embedding sentence-embeddings sentence-encoder sentence-encoding sentence-transformers text-embedding vector-search-engine

Last synced: 06 May 2026

https://github.com/wpanas/ml-snippets

Code snippets for faster ML development

data-science hacktoberfest machine-learning pandas python seaborn snippets

Last synced: 07 Apr 2025

https://github.com/sevdanurgenc/r-programming-for-data-science-lecture-notes

In this repo, I have the course contents of R Programming For Data Science training, which will be given to Sigorta Bilgi ve Gözetim Merkezi by the cooperation of Academy Peak Information Technologies Training and Consultancy between 21 - 23 March 2023.

data-analysis data-science data-visualization r r-programming r-programming-projects

Last synced: 11 Oct 2025

https://github.com/ngupta23/more

This is a helper package for pandas, visualizations and scikit-learn

data-science helpers pandas python scikit-learn visualization visualizations

Last synced: 24 Oct 2025

https://github.com/ren294/log-analysis-project

This project builds a scalable log analytics pipeline use Lambda architecture for real-time and batch processing of NASA server logs.

apache-kafka apache-nifi apache-spark big-data big-data-analytics cassandra cassandra-driver data-engineering data-science grafana hadoop hadoop-hdfs hive powerbi spark-rdd spark-sql spark-streaming

Last synced: 08 Jul 2025

https://github.com/insightsengineering/nest

Website for the Nest project 🪺

clinical-trial-analysis data-science nest r shiny website

Last synced: 12 Sep 2025

https://github.com/espoirmur/student-grade-predictor

This repository contains all my work for my Machine Learning Project

data-mining data-science education educational-data-mining machine-learning numpy pandas seaborn sklearn statistics

Last synced: 17 Jan 2026

https://github.com/labrijisaad/data-scientist-tools-pandas

In this hands-on training notebook, we'll see all the basics of the Pandas library used for data science/data analysis and machine learning tasks.

data-analysis data-science dataframe-objects machine-learning pandas python series-objects

Last synced: 08 Apr 2025

https://github.com/armanx200/animal-detector

🐾 Training a machine learning model to recognize 15 different animal classes and classify images accordingly.

animal-classification arman-kianian artificial-intelligence classification cnns computer-vision convolutional-neural-networks data-preprocessing data-science deep-learning github image-processing image-recognition keras machine-learning model-training neural-networks open-source python tensorflow

Last synced: 29 Aug 2025

https://github.com/ivanrs297/macfe

MACFE: Meta-learning and Causality Based Feature Engineering | https://link.springer.com/chapter/10.1007/978-3-031-19493-1_5

data-mining data-science feature-engineering machine-learning python

Last synced: 11 Jun 2025

https://github.com/moindalvs/assignment_east-west_airlines

Problem Statement Perform clustering (Hierarchical,K means clustering and DBSCAN) for the airlines data to obtain optimum number of clusters

clustering-algorithm data-science dbscan-clustering epsilon-greedy hierarchical-clustering kmeans-clustering

Last synced: 23 Apr 2025

https://github.com/neptune-ai/neptune-lib

Project is deprecated. Please go to neptune-client.

api api-client artificial-intelligence comparison-tool data-science deep-learning experiment extensibility extension machine-learning neptune neptune-platform python python27 python3

Last synced: 13 Apr 2025

https://github.com/seporaitis/hsaur-python

Various exercises from the book "Handbook of Statistical Analysis Using R" done in Python

bokeh books data-science hsaur learning-by-doing learning-pandas pandas python r seaborn statistical-analysis statistics tutorial

Last synced: 09 Apr 2025

https://github.com/cricksmaidiene/mids_machine_learning

🤖 A unified repository of coursework fragments from UC Berkeley MIDS ML courses

coursework data-science generative-ai jupyter-notebook machine-learning numpy pandas prompt-engineering scikit-learn spark tensorflow uc-berkeley

Last synced: 10 Oct 2025

https://github.com/sminerport/sminerport

My GitHub portfolio showcasing personal projects, coding skills, and expertise in Software Development, Data Analytics, and AI/ML. Get in touch for collaboration!

artificial-intelligence data-analytics data-science machine-learning natural-language-processing neural-networsk sequence-prediction software-development

Last synced: 15 Aug 2025

https://github.com/helloharendra/python_data_science

basics basics-of-python data-science harendraprajapati numpy pandas python python-data-science python3

Last synced: 27 Jun 2025

https://github.com/sjcobb/lost-woods

Explore WebVR experiences auditorily.

3d cardboard data-science fire-temple games javascript lost-woods midi music navi positional-audio three-js threejs threejs-example virtual-reality webgl webvr webvr-experience zelda

Last synced: 10 Apr 2025

https://github.com/oscarqjh/ntu_sc1015_project

A mini project for NTU's data science and artificial intelligence mod - Analysis on League of Legends competitive matches

data-science machine-learning pandas python scikit-learn

Last synced: 09 Apr 2025

https://github.com/cgivre/drill-geoip-functions

GeoIP Functions for Apache Drill

apache-drill city country data data-analysis data-science drill geoip-functions ip-address ipv4

Last synced: 12 Apr 2025

https://github.com/rizwanmunawar/data-analysis-on-csv-datasets-machine-learning-

Data Analysis and model building on CSV datasets.

classification classification-model data-analysis data-science machine-learning regression

Last synced: 14 Aug 2025

https://github.com/mine-cetinkaya-rundel/tidymodels-uscots-2021

Materials for the "Tidy up your models" workshop at USCOTS 2021

data-science modeling rstats statistics tidymiodels tidyverse

Last synced: 08 Apr 2025

https://github.com/moindalvs/assignment_web_scraping_emotion_mining

Extract reviews of any product from ecommerce website like amazon

amazon data-science emotion-analysis multipe-page nltk review-sentiments scraper scraping scraping-websites sentiment-analysis text-analysis text-mining text-processing textblob webscraping wordcloud

Last synced: 22 Aug 2025

https://github.com/deezinn/fecomercio-dataanalysis

Um sistema de análise de dados integra e processa informações de múltiplas fontes, convertendo dados brutos em insights valiosos.

csv data-science jupyter-notebook powerbi

Last synced: 15 Jul 2025

https://github.com/alvarobartt/twipper

Python Twitter API Wrapper for both Free and Premium plans

api-wrapper data-science python twitter twitter-api

Last synced: 12 Apr 2025

https://github.com/getindata/quickstart-ml-starter

Kedro starterts to quickly set up new projects according to QuickStart ML Blueprints practice.

data-science machine-learning

Last synced: 30 Oct 2025

https://github.com/devinterview-io/ml-design-patterns-interview-questions

🟣 ML Design Patterns 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 ml-design-patterns ml-design-patterns-interview-questions ml-design-patterns-questions ml-design-patterns-tech-interview software-engineer-interview technical-interview-questions

Last synced: 08 Jan 2026

https://github.com/boada/insight_challenges

Data Science Challenges for Insight

data-science insight-data-science

Last synced: 15 Apr 2025

https://github.com/aiscalate/aiscalator

Tools to streamline Jupyter Notebook Prototypes into robust Data Products

airflow airflow-docker data-engineering data-science jupyter jupyter-notebook jupyterlab

Last synced: 26 Sep 2025

https://github.com/aglove2189/appias

Machine learning workflow toolkit ✨🦋✨

appias data-analysis data-science machine-learning pandas python sklearn workflow

Last synced: 19 Oct 2025

https://github.com/pottekkat/bulldozer-prize-predictions

Predict the auction sale price for a piece of heavy equipment to create a "blue book" for bulldozers.

bluebook bulldozer data data-science jupyter-notebook kaggle-competition machine-learning

Last synced: 20 Jun 2026

https://github.com/flrs/build_and_test_ml_quickly

From idea to production in a day: Leveraging Azure ML and Streamlit to build and user test machine learning ideas quickly (Talk at PyCon DE & PyData Berlin 2024)

agile-development azure-application-insights azure-machine-learning data-science machine-learning streamlit streamlit-feedback

Last synced: 21 Apr 2025

https://github.com/raulpy271/languagesdataset

📊 I created a dataset with over 600 programming languages information

bot data-analysis data-mining data-science database ipython-notebook jupyter-notebook numpy pandas python selenium selenium-python selenium-webdriver web-scraping

Last synced: 24 Jun 2025

https://github.com/espoirMur/Student-Grade-Predictor

This repository contains all my work for my Machine Learning Project

data-mining data-science education educational-data-mining machine-learning numpy pandas seaborn sklearn statistics

Last synced: 09 Aug 2025

https://github.com/zsxkib/ttds-g35-cw3

TTDS Group Project: Video Games Search Engine. Sakib Ahamed. Dan Buxton, Kenza Amira, Wini Lau, Mansoor Ahmad

corpora data-science neural-ranking-models pagerank query search-engine technologies text text-analysis text-classification ttds web-search

Last synced: 10 Apr 2025

https://github.com/hodgesmr/biden_nlp

Jupyter Notebook that introduces BIDEN: Binary Inference Dictionaries for Electoral NLP. It demonstrates a compression-based binary classification technique that is fast at both training and inference on common CPU hardware in Python

compression data-science machine-learning natural-language-processing nlp zstandard zstd