Data

Tools

Indexes

Applications

Experiments

Awesome

An open API service indexing awesome lists of open source software.

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.

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/ahammadmejbah/ultimate-data-science-resources

🚀 Welcome to the Unlimited Data Science Resources community! Dive into a wealth of knowledge with curated tutorials, courses, and insights. Elevate your data science journey with boundless learning opportunities! 📊✨

data-engineering data-mining data-science data-visualization database datascience

Last synced: 26 Feb 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/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/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/rwallan/openiziai

Interface para se comunicar com a api da OpenAI adotando as melhores práticas de LLM para criar e se comunicar com um agente.

data-science ia llm openai pydantic-v2 python3

Last synced: 19 Apr 2025

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/spsanderson/steveondata

Repository for mainly R tips and tricks for my blog. I also include some VBA, SQL, C and Linux Usage.

ai blog c data data-science linux machinelearning-r ml ms-sql r sql time-series tipoftheday vba vba-excel

Last synced: 07 Apr 2025

https://github.com/onlyphantom/infratools

Kickstart Session: Infrastructure and Tools for Data Science workshop materials

data-science datascience workshop workshop-materials

Last synced: 14 Apr 2025

https://github.com/RDeconomist/RDeconomist.github.io

RapidCharts - a site for teaching and demonstrating Data Science and Visualisation techniques

data data-science data-visualization economics politics sports

Last synced: 08 Apr 2025

https://github.com/datadistillr/datadistillr-python-sdk

A Python SDK for Programmatically Interacting with DataDistillr

apache-drill data data-science datadistillr jupyter sql

Last synced: 01 Jul 2025

https://github.com/shreyamalogi/road-lane-detection

Road lane detection is the process of using computers to identify and highlight the lanes on a road in pictures or videos.

data-science jupyter-notebook opencv python

Last synced: 11 Apr 2025

https://github.com/sebiwtt/flaskriver

This is a repository for the open-source project flaskriver which will make it easier to combine the lightweight web-framework flask with the online-ML library river.

data-science flask machine-learning online-learning python river streaming

Last synced: 05 Jul 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/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/boada/insight_challenges

Data Science Challenges for Insight

data-science insight-data-science

Last synced: 15 Apr 2025

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/hevalhazalkurt/exploring_the_data_of_lego_history

A data exploration project on LEGO history in Python with pandas, matplotlib etc. (WIP)

data data-analysis data-science data-visualization datascience datasets lego lego-history matplotlib pandas python python3

Last synced: 13 Apr 2025

https://github.com/rishigurnani/polygnn_trainer

A Python library to automate ML model training for polymer informatics.

data-science machine-learning materials-informatics

Last synced: 23 Jun 2025

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

👀If you are looking for 📈 Data Science Material. This Repository is good for you to get some basic knowledge.

data-science data-science-material

Last synced: 10 Sep 2025

https://github.com/sarincr/python-app-development-using-kivy

Kivy is a Python library that supports cross-platform development. That means you can use a single code base to create Android, iOS, and even Windows, Linux, and MacOS apps. Kivy provides flexible, modern UI elements and, of course, let's you keep using your new favorite language to build it all!

android app appdevelopment cross-platform data-science desktop-app gtk gui kivy kivy-application kivy-framework kivymd machine-learning pyqt pyqt5 pyside tensorflow tkinter tkinter-gui tkinter-python

Last synced: 12 Apr 2025

https://github.com/negativenagesh/whatsapp_chat_analyzer

This is an end to end project of whatsapp chat analysis, here I have used my hostel whatsapp group's chat data.

data-analysis data-science frontend modeling python streamlit

Last synced: 12 Apr 2025

https://github.com/pharo-ai/data-partitioners

Pharo library for partitioning a collection. Given a set of proportions (e.g. 50%, 30%, and 20%), it shuffles the collection and divides it into non-empty subsets in such a way that every element is included in exactly one subset. Can be used in machine learning and statistical analysis for splitting data into training, validation, and test sets.

data-science machine-learning pharo statistical-analysis

Last synced: 11 Apr 2025

https://github.com/orkunaktas/wine-quality-prediction

🍷🔬 Wine Quality and Forecast 🍾🍇

alcohol data-science logistic-regression wine-quality

Last synced: 08 Sep 2025

https://github.com/adamvvu/snapshot_ensemble

Train TensorFlow Keras models with cosine annealing and save an ensemble of models with no additional computational expense.

data-science deep-learning keras machine-learning python tensorflow

Last synced: 28 Oct 2025

https://github.com/jcolechanged/josh.meanings

A k means implementation in Clojure which supports clustering on larger than memory but smaller than storage datasets.

assumption-free-k-mc clojure-library clustering data-science k-mc k-means k-means-clustering k-means-parallel k-means-plus-plus machine-learning medium-data

Last synced: 13 Apr 2025

https://github.com/stefanrmmr/kaggle_twitter_airline_sentiment

Kaggle Twitter US Airline Sentiment, Implementation of a Tweet Text Sentiment Analysis Model, using custom trained Word Embeddings and LSTM-Deep learning [TUM-Data Analysis&ML summer 2021] @adrianbruenger @stefanrmmr

data-science deep-learning kaggle-airline-dataset kaggle-sentiment-analysis kaggle-us-airlines lstm-neural-networks python sentiment-analysis skipgram text-sentiment-classification tweepy tweet-classification tweet-sentiment-analysis twitter twitter-sentiment-analysis us-airline-dataset word2vec

Last synced: 19 Mar 2025

https://github.com/zai-kun/2d-chess-pieces-detection

YOLO11n model for detecting 2d chess board and pieces

ai chess data-science machine-learning onnxruntime python yolov11

Last synced: 19 Jul 2025

https://github.com/crissyro/base-of-ds

This repository serves as a foundation for projects in Data Science and Machine Learning.

clustering-algorithm data-science data-visualization machine-learning

Last synced: 04 Jul 2025

https://github.com/eikevons/pandas-paddles

Access the parent Pandas data frame in loc[], iloc[], assign(), and others Pandas helpers

data-analysis data-exploration data-science pandas pandas-dataframe pandas-library pandas-loc

Last synced: 16 Jun 2025

https://github.com/praveen1664/chatbot

This is a chatbot written in python & getting inputs directly from sql database

chatbot data-science database json nlp python3 sqlite sqlite3

Last synced: 11 Jul 2025

https://github.com/blmoore/summerdatachallenge

My entry for: http://summerdatachallenge.com (I came 3rd)

analytics data-science london r real-estate rstats

Last synced: 30 Apr 2025

https://github.com/chiraag-kakar/pubg

What's the best strategy to win in PUBG? Should you sit in one spot and hide your way into victory, or do you need to be the top shot? Let's let the data do the talking!

data-science feature-engineering machine-learning-algorithms project pubg-api random-forest

Last synced: 07 May 2025

https://github.com/nationalparkservice/qckit

QCkit provides useful functions for data quality control and manipulation including updating data to DarwinCore standards, unit conversions, and data flagging.

darwin-core data-quality data-science npsdataverse quality-control r r-package rstats

Last synced: 22 Jun 2025

https://github.com/vedadiyan/genql

GenQL is a generic querying language fully written in Go

data-analysis data-mapping data-processing data-science data-translation json json-data sql

Last synced: 22 Jun 2025

https://github.com/rahul-jha98/restauranttrends.stats

Visualise the trends in food and restaurant choices of customers in a city by scraping data from Zomato.

data-analysis data-science visualization vuejs zomato zomato-api zomato-scraper

Last synced: 08 Jul 2025

https://github.com/marwan116/supreme-task

A prefect extension that builds on top of the task decorator to reduce negative engineering!

data-ops data-science infrastructure ml-ops orchestration prefect python workflow

Last synced: 23 Jun 2025

https://github.com/neo4j-graph-examples/contact-tracing

Contact Tracing graph for pandemic spread e.g. COVID-19 based on http://blog.bruggen.com/search/label/contact%20tracing

contact-tracing covid-data covid19 data-science dataset example-data graphdb healthcare neo4j neo4j-approved

Last synced: 18 Jul 2025

https://github.com/yusufcinarci/web-scraping-projects

In these project files, I will host the web scraping examples that I will make day by day.

data-analysis data-science jupyter-notebook python web-scraping

Last synced: 01 May 2025

https://github.com/iguptashubham/online-retail-sales

This Power BI dashboard, designed for marketing strategists, analyzes sales trends and customer behavior. It provides key insights empowering them to identify sales opportunities and optimize marketing campaigns, ultimately boosting business sales.

dashboard data data-analysis data-analysis-project data-analysis-project-powerbi data-analysis-python data-project data-science powerbi project

Last synced: 19 Mar 2026

https://github.com/lucasrodes/pyphoon

Tools for Digital Typhoon DL/ML Project

data-science dataset environment machine-learning tropical-cyclone

Last synced: 18 Mar 2025

https://github.com/hunterdii/iriswise

IrisWise is a machine learning application for predicting Iris flower species. Built with Streamlit, this app provides a user-friendly interface to input flower measurements and receive predictions using various models, including K-Nearest Neighbors, (Random Forest, SVM, and Logistic Regression) **(Working On It...)**.

classifier-model data-science flowers-recognition iris-dataset iris-recognition knn-classification machine-learning pickle python python3 streamlit streamlit-webapp

Last synced: 21 Feb 2026

https://github.com/zaman-hamza/citadel-datathon

My submission to the 2022 East Coast Datathon. The event started on the 21st of March and ended on the 28th, lasting about a whole week. I was in a team of two where we analyzed the non-conventional indicators and instigators of traffic.

citadel data-science data-visualization datathon

Last synced: 10 Apr 2025

https://github.com/davidssmith/rawarray.jl

Raw array (RA) file format for simple, robust, and user-friendly N-dimensional array storage

bytes complex-numbers data-science file-format julia large-dataset large-files ra-format rawarray scientific-computing storage

Last synced: 10 Sep 2025

https://github.com/gjtorikian/destroy-all-monuments

This is data taken from the SPLC report titled "Whose Heritage? Public Symbols of the Confederacy" from April 21, 2016

data-science government-data social-justice

Last synced: 10 Apr 2025

https://github.com/tensorsense/vlm_databuilder

This SDK generates datasets for training Video LLMs from youtube videos.

data-generation data-science llm video-llms vlm

Last synced: 11 Sep 2025

https://github.com/jbris/stan-cmdstanr-gpu-docker

A Docker image to run Stan, cmdstanr, and brms for Bayesian statistical modelling. GPU support using OpenCL is available.

bayes bayesian-inference brms cmdstan cmdstanr data-science docker posterior probabilistic-programming projpred rstan rstanarm shinystan stan stan-gpu stan-lang stan-math-library tidybayes tidyverse

Last synced: 04 May 2025

https://github.com/whizsid/kddbscan-rs

A rust library inspired by kDDBSCAN clustering algorithm

clustering data-science density-based-clustering deviation machine-learning-algorithms pinned

Last synced: 10 Apr 2025

https://github.com/carlos-gg/digitalgarden

NO LONGER MAINTAINED. Go to: https://aigarden.vercel.app/

artificial-intelligence data-science digital-garden knowledge-management machine-learning

Last synced: 07 May 2025

https://github.com/leomaurodesenv/data-science-api-framework

A simple framework to test and deploy your Data Science API

api api-rest data-science dataops docker flask-api python

Last synced: 09 Sep 2025

https://github.com/nikbarb810/pattern-recognition

Basic pattern recognition algorithms implemented in Python

data-science ipynb-jupyter-notebook matplotlib numpy pattern-recognition python

Last synced: 06 Mar 2026

https://github.com/polakowo/textai

Applications using state-of-the-art in NLP

bert data-science gpt-2 machine-learning nlp telegram-bot transformers

Last synced: 07 May 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/ndleah/tsf-data-science-internship

This repository contains the tasks performed during the Data Science and Business Analytics Internship at The Sparks Foundation

data-science data-visualization exploratory-data-analysis machine-learning powerbi python virtual-internship

Last synced: 20 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/rvandewater/ReciPies

🥧ReciPys: easily define and execute preprocessing and feature engineering steps on Polars and Pandas dataframes.

data-science pandas polars python scikit-learn tidymodels

Last synced: 24 Oct 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/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/2krishnayadav/datta-vishleshan.ai

DattaVishLeshan.AI is one of the first data analysis projects developed in India, and perhaps even in the world. The name "Datta" means "data," while "Vishleshan" translates to "analysis." It is a pioneering AI project dedicated to advanced data analysis.

data-analysis data-science data-visualization database

Last synced: 03 Jul 2026

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/zapier/awsjavasdk

Boilerplate rJava Access to the AWS Java SDK

awsjavasdk cran data-science

Last synced: 14 Apr 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/jasonmdev/guidedprojects

As part of the DataQuest Curriculum, guided projects are less structured and focus more on exploration.

data-science jupyter-notebook

Last synced: 14 May 2025

https://github.com/dhrupad17/oibsip

This is a repository containing all the projects/tasks assigned to me while I was doing Virtual Internship Program as a Data Science Intern in Oasis InfoByte

data-science jupyter-notebook machine-learning oasis-infobyte

Last synced: 25 Sep 2025

https://github.com/chris-santiago/steps

A SciKit-Learn style feature selector using best subsets and stepwise regression.

best-subset-selection data-science python scikit-learn stepwise-selection

Last synced: 28 Jun 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

Data Science Awesome Lists
awesome-datascience 944 Awesome-pytorch-list 707 awesome-bigdata 668 awesome-R 486 awesome-mlops 314 awesome-jupyter 208 awesome-computer-science-opportunities 153 awesome-python-data-science 382 football_analytics 56 awesome-public-real-time-datasets 83 awesome-business-intelligence 231 awesome-streamlit 101 awesome-fraud-detection-papers 225 yt-channels-DS-AI-ML-CS 195 awesome-generative-ai-data-scientist 180 awesome-google-colab 73 CV-pretrained-model 103 awesome-data-analysis 936 StarryDivineSky 134 awesome-learn-datascience 43 data-science-with-ruby 101 awesome-r-learning-resources 140 awesome-data 32 awesome-feature-engineering 69 awesome-data-agents 155 awesome-time-series-segmentation-papers 135 awesome-ai 493 DMG-Data-Science-Awesome 198 awesome-materials-informatics 133 ai-catalog 294 awesome-python 956 Awesome-Distributed-Deep-Learning 44 machine-learning-resources 56 Data-Science 71 awesome-h2o 96 awesome-data-centric-ai 31 awesome-scientific-python 131 awesome-ml-blogs 95 awesome-arcgis-developers 182 data-science-learning-path 70 100-AI-Machine-learning-Deep-learning-Computer-vision-NLP 244 Data-Engineering-Roadmap 119 awesome-kubeflow 152 awesome-code-benchmark 204 awesome-python-machine-learning-resources 1,884 awesome-data-contracts 58 awesome-Iran-datasets 82 awesome-AI-tutorials-surveys 134 recommendations-for-engineers 1,200 awesome-computer-vision-resources 307
Data Science Categories
A01_文本生成_文本对话 2,387 Uncategorized 1,815 Languages 1,012 前端开发框架及项目 765 Books 626 The Data Science Toolbox 601 Table of Contents 586 其他_机器学习与深度学习 550 Machine Learning 526 100 + 𝗔𝗿𝘁𝗶𝗳𝗶𝗰𝗶𝗮𝗹 𝗜𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝗰𝗲 𝗣𝗿𝗼𝗷𝗲𝗰𝘁 𝗟𝗶𝘀𝘁 𝘄𝗶𝘁𝗵 𝗰𝗼𝗱𝗲 495 Research Articles and Reports 424 Python 400 Literature and Media 384 网络服务 368 Data Versioning for Machine Learning 361 Awesome Resources 356 Paper implementations 341 后端开发框架及项目 318 其他_机器视觉 315 其他_安全与渗透 292