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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/zeeshier/linear-algebra

Linear Algebra for Machine Learning & Data Science

data-science linear-algebra machine-learning math mathematics

Last synced: 16 May 2025

https://github.com/jofaval/mnist

Computer Vision with Neural Networks for handwritten digits recognition in 1998

classification computer-vision data-science deep-learning deep-neural-networks google-colab keras matplotlib pyspark python pytorch seaborn spark tensorflow

Last synced: 12 Apr 2026

https://github.com/cs50victor/syngen

unsupervised high quality (syn)thetic dataset (gen)erator

data-science gpt llm machine-learning

Last synced: 24 Jun 2025

https://github.com/ljadhav25/linear_regression_data_science

Linear regression analysis is used to predict the value of a variable based on the value of another variable. The variable you want to predict is called the dependent variable. The variable you are using to predict the other variable's value is called the independent variable.

data-analysis data-science linear-regression machine-learning

Last synced: 11 Jul 2026

https://github.com/riju18/data-analysis-and-visualizaton

Most complex data analyzing for clustering, preparing, complex calculation, joining, cross-over & more for Data science.

data-analysis data-mining data-science data-visualization powerbi tableau

Last synced: 04 Jan 2026

https://github.com/rohankalbag/programming-for-ds

Programming for Data Science - Autumn Semester 2021 - Indian Institute of Technology Bombay

data-science database-management deep-learning exploratory-data-analysis machine-learning python statistics

Last synced: 09 Apr 2026

https://github.com/ledsouza/curso_de_estatistica_parte_3

Projeto de curso de estatística sobre distribuições e teste de hipósteses

data-science data-visualization pandas scipy seaborn statsmodels vitrinedev

Last synced: 29 Apr 2026

https://github.com/kiran8053/smart-machines-efficiency-prediction

An end-to-end MLOps project that predicts the efficiency of industrial smart machines—High, Medium, or Low—using real-time operational data. Built with Flask, Docker, and Kubernetes, and automated via a Jenkins CI/CD pipeline, it showcases the complete lifecycle from data preprocessing and model training to scalable deployment.

ci-cd classification-model data-science deployment docker flask industrial-iot jenkins kubernetes machine-learning mlops model-serving predictive-maintenance python

Last synced: 11 Apr 2026

https://github.com/outlawhayden/beer-model

OLS Linear Model - Regressing User Beer Ratings based on Observations

data-science linear-models modeling statistics

Last synced: 11 Apr 2025

https://github.com/WerdsMind/Discretas

Teoria de conjuntos aplicada a bases de datos

bases-de-datos data-science filtros html javascript php

Last synced: 04 Oct 2025

https://github.com/82luli02/sakila_dvd_rental_database_analysis

Analysis of the Sakila DVD Rental database using SQL

data data-analysis data-science data-visualization sql

Last synced: 10 Mar 2026

https://github.com/oelin/coco

A library for creating self-extracting archives in Python.

data-compression data-science self-extracting-archive serialization

Last synced: 19 Apr 2026

https://github.com/sameermujahid/student_performance

Predictive model for student performance based on various factors

data-science education machine-learning

Last synced: 04 Oct 2025

https://github.com/itsachrafmansari/moroccan-real-estate-analysis

Scrape, process, analyze, and visualize data from Avito.ma to uncover current trends in Morocco's real estate market.

api-scraping data data-analysis data-mining data-science data-scraping data-visualization eda exploratory-data-analysis morocco real-estate web-scraping

Last synced: 13 Aug 2025

https://github.com/matheusbcmelo/distribuidor_de_produtos_promocionais

Script em Python desenvolvido para organizar produtos em sacolas premiadas, evitando agrupamentos de produtos com baixo valor percebido.

data-science excel pandas python

Last synced: 20 May 2026

https://github.com/faizantkhan/python_matplotlib

Matplotlib is a powerful Python library for creating visualizations and plots. It’s widely used for data representation, making complex information more accessible and interpretable. It offers various types of plots, including line graphs, scatter plots, bar charts, histograms, and more

data-analysis data-analytics data-engineering data-science data-visualization deep-learning graphs line machine-learning machine-learning-algorithms matplotlib matplotlib-pyplot matplotlib-python python

Last synced: 20 May 2026

https://github.com/avidit/coursera-the-data-scientist-s-toolbox

The Data Scientist’s Toolbox

coursera data-science

Last synced: 02 Jan 2026

https://github.com/eusha425/housing-market-analysis

Implementation of supervised learning algorithms for real estate price prediction, featuring Ridge Regression optimization, IQR-based outlier detection, and extensive feature engineering. Includes detailed visualizations, statistical analysis, and model performance comparisons using various evaluation metrics.

data-preprocessing data-science exploratory-data-analysis house-price-prediction machine-learning python scikit-learn supervised-learning

Last synced: 09 Apr 2026

https://github.com/bazitur/dlschl_homework

Homework by Basil Miturich

data-science jupyter-notebook

Last synced: 20 Jul 2025

https://github.com/jul10l1r4/objetive

This software is a mini-crawler that aims to grab some text parts from some website or ip that responds http*

bigdata crawler data-science security-tools web

Last synced: 12 Aug 2025

https://github.com/richardbmk/datascience_machinelearning

projects related with data science and machine learning projects.

data-science machine-learning matplotlib numpy pandas scikit-learn scipy seaborn

Last synced: 11 Apr 2026

https://github.com/skygenesisenterprise/aether-data

Open-source data pipeline and governance framework for transparent, community-managed public datasets.

data-science data-visualization dataset docker github-app go go-library java javascript node-library php python rust scala typescript

Last synced: 08 Jul 2026

https://github.com/BAMresearch/SOFA

SOftware for Force Analysis - A graphical user interface to analyze Atomic Force Microscopy Force Spectroscopy data

atomic-force-microscopy data-science data-visualization

Last synced: 16 Jan 2026

https://github.com/davidrsch/r4dses

My personal spanish translation "R for Data Science"

book data-science r spanish translation

Last synced: 04 Oct 2025

https://github.com/pjaskulski/dw_matrix

Projekt transformacja, czyli Matrix - poznaj reguły gry

data-science dataworkshop machine-learning machinelearning

Last synced: 24 Mar 2025

https://github.com/r12habh/canada-imigration-data-analysis

Dataset: Immigration to Canada from 1980 to 2013 - International migration flows to and from selected countries - The 2015 revision from United Nation's website. (Cognitive Class Data Analysis with Python)

canada data-analysis data-science data-visualization datascience python python3

Last synced: 23 May 2026

https://github.com/mindlessmuse666/eda-pandas

Проект по разведочному анализу данных (EDA) о пассажирах Титаника с использованием библиотеки Pandas. Включает в себя загрузку данных, предобработку, статистический анализ, визуализацию и создание сводных таблиц. Цель проекта - демонстрация основных методов и инструментов EDA для анализа и понимания данных.

data-analysis data-processing data-science data-visualization eda exploratory-data-analysis matplotlib pandas python titanic

Last synced: 18 Apr 2026

https://github.com/tamk-kol/zomato-end-to-end-data-analysis

Following Tasks: Do a greater number of restaurants provide online delivery as opposed to offline services? Which types of restaurants are the most favored by the general public? What price range is preferred by couples for their dinner at restaurants?

data-science dataanalysis python zomato zomato-data-analysis

Last synced: 13 Apr 2026

https://github.com/abdellatif-laghjaj/salary-scope-predictor

SalaryScope: Job Salary Predictor is a machine learning solution designed to estimate salaries from job listings. It employs a full ML pipeline from exploratory data analysis, data cleaning, and NLP on job descriptions to regression model training (Linear Regression, Random Forest, etc.) and hyperparameter tuning

data-science developer-survey feature-engineering machine-learning predictive-modeling regression salary-calculator salary-prediction scikit-learn streamlit

Last synced: 08 May 2026

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

Data Science

data-science

Last synced: 04 Oct 2025

https://github.com/keziatbnn/supervised-regression-salaryprediction

Make salary predictions based on years of experience using supervised regression.

data data-analysis-python data-prediction data-science python

Last synced: 11 Aug 2025

https://github.com/ammarsaf/ammarsaf

Data Scientist Portfolio

config data-science github-config portfolio

Last synced: 04 Oct 2025

https://github.com/reo7sp/gotoschool2016-testtask

Рекомендательная система фильмов

data-science recommender-system

Last synced: 11 Aug 2025

https://github.com/okawo80085/lose

A helper package for data handling

data-management data-processing data-science python

Last synced: 11 Aug 2025

https://github.com/steviecurran/dashboards

Compilation of Links to the dashboards in the other repositories

dashboard data-analysis data-science data-visualization pandas powerbi python-dash tableau

Last synced: 21 Feb 2026

https://github.com/thhamiltonsmith/six-degrees-of-seperation

Testing the 'Six Degrees of Seperation' theory in non-reciprocal social networks.

data-science gephi six-degrees-of-separation

Last synced: 11 Aug 2025

https://github.com/shridhar1504/churn-prediction-using-pca-datascience-project

This project predicts customer churn in a bank using Principal Component Analysis (PCA). This can be helpful for churn prediction, as it can help to identify the most important features that contribute to customer churn.

classification-algorithm classification-models data-science dimensionality-reduction machine-learning principal-component-analysis supervised-learning

Last synced: 11 Jul 2026

https://github.com/nazmul-1117/100-days-of-machine-learning

I'm Nazmul so exited to start a new journey to learn 100 Days of Machine Learning. It's February 8, 2025. I'm so exited, let's see what happened insha'Allah

data-science machine-learning numpy pandas-dataframe python3 scikit-learn statistics

Last synced: 11 Aug 2025

https://github.com/paulomppatricio/projeto_challenge_telecomx-br_parte-2

Projeto Challenge TelecomX-BR_Parte-2 - Formação Data Science do programa ONE - Oracle Next Education em parceria com a Alura.

data-science imblearn joblib machine-learning matplotlib modelos-preditivos numpy pandas python scipy seaborn sklearn statsmodels xgboost

Last synced: 12 Apr 2026

https://github.com/felpzreiz/stockdata_pipeline

Este projeto consiste no desenvolvimento de um pipeline de dados que consome informações financeiras de uma API da Bolsa de Valores Americana (StockData.org) para análise e tratamento. Utilizando Python e bibliotecas como pandas, matplotlib e pyarrow

api data-analysis data-science jupyter-notebook pandas python

Last synced: 19 Apr 2026

https://github.com/oscarhdezm1988/sf-campaign-dashboard

A full data pipeline and analytics dashboard designed to help political campaigns understand voter sentiment in real time. Features include: Reddit data collection, NLP preprocessing, transformer sentiment models, weekly trend detection, issue prioritization scoring, and an interactive Streamlit interface for strategic insights.

dashboard data-analytics data-science elections nlp-machine-learning pipeline political political-science python reddit-api reddit-sentiment-analysis roberta-model san-francisco-bay sentiment-analysis streamlit transformers visualization

Last synced: 19 Apr 2026

https://github.com/alan-oliveir/previsao_cartao_fidelidade

Projeto de ciência de dados para previsão de plano de fidelidade para clientes de uma companhia aérea.

data-science data-visualization database gradio python sql

Last synced: 04 May 2026

https://github.com/nikolatechie/ioi-stats

Used Python to web scrape data from the IOI website and visualize percentage of points needed to get one of the medals

beautifulsoup data-engineering data-science ioi matplotlib matplotlib-pyplot pyplot python statistics web-scraping

Last synced: 10 Aug 2025

https://github.com/joshuathadi/ibm-data-science

Assignment of the course

coursera-assignment data-science

Last synced: 09 Mar 2025

https://github.com/moustafamohamed01/car-price-prediction

Car Price Prediction using Linear Regression A machine learning model that predicts car prices based on features like name, company, year, kilometers driven, and fuel type. Built with Linear Regression and deployed as a Streamlit web app.

data-science jupyter-notebook linear-regression machine-learning numpy pandas python sickit-learn sklearn streamlit

Last synced: 11 Apr 2026

https://github.com/aunshx/ecs-116-grading-programs

Programs for Grading the Spring course ECS 116 @ UC Davis

data-science database grading jupyter-notebook mongodb psql python

Last synced: 31 Jan 2026

https://github.com/vnegi10/sql_data_analysis

Analysis of NIPS SQLite database using sqlite3 and Julia

data-science database julialang sqlite3 storj-network

Last synced: 02 Jan 2026

https://github.com/saikiran76/titanicdata-analysis-eda

In this notebook, we're going to analyse the famous Titanic dataset from Kaggle. The dataset is meant for supervised machine learning, but we're only going to do some exploratory analysis at this stage. We'll try to answer some questions using metrics and EDA.:

analysis data-science data-visualization eda python

Last synced: 19 May 2026

https://github.com/nauxqouh/python-for-data-science-labs

This repo contains weekly practical codes for my Python for Data Science course at university.

data-science jupyter-notebook numpy pandas python pytorch scikit-learn

Last synced: 11 Apr 2026

https://github.com/al-ghaly/titanic-machine-learning

Bunch of Machine Learning Classification Models to predict the if a passenger is most likely die

classification-algorithm data-science machine-learning machine-learning-algorithms

Last synced: 15 Mar 2025

https://github.com/koppalexander/ohanashi-childgpt

OhanashiGPT is an application that generates personalized children's stories based on parameters like age and preferences. It narrates these stories using an AI-generated voice that mimics a parent, trained on their audio samples. The app also creates illustrations to accompany each story, providing a unique and engaging experience for children.

ai audio-generation data-science flux generative-ai image-generation large-language-models llama lora neural-networks stable-diffusion story text-generation tts xtts

Last synced: 09 Mar 2026

https://github.com/harrisonwelch/pythondatascience

Repo of code from the linked-in lesson "Python: Data Analysis"

data data-science matplotlib notes numpy python tutorial

Last synced: 12 Apr 2026

https://github.com/oelin/implicit-language-models

Elucidation of implicit language models from common data compression algorithms.

beam-search data-compression data-science generative-models language-models machine-learning

Last synced: 13 May 2026

https://github.com/anuj0918/machine-learning-algorithm

About This repository contains implementations of all Machine Learning Algorithms from scratch in Python. Mathematics required for ML .

data-science linear-regression machine-learning python

Last synced: 15 May 2026

https://github.com/vikktor93/convnet

This repository compares the performance of a Multilayer Perceptron (MLP) and a Convolutional Neural Network (CNN) in the task of binary classification of images of muffins and chihuahuas.

cnn-classification cnn-keras cnn-model data-science machine-learning machine-learning-algorithms mlp-classifier

Last synced: 24 Mar 2025

https://github.com/rscr1/mipt_girafe

Решение семестрового курса ФПМИ МФТИ "AI girafe"

data-science deep-learning ml

Last synced: 09 Aug 2025

https://github.com/abdulazizahwan/numerical_method

Direktori File Tugas Mata Kuliah Metode Numerik Universitas Negeri Semarang

data-science iteration-methods python python-script python3

Last synced: 09 Aug 2025

https://github.com/lapets/course-scalable-data-science

Short hands-on workshop covering a number of tools and techniques for scaling up data science workflows.

data-mechanics data-science

Last synced: 13 Jul 2026

https://github.com/dbolotov/ds-quickref

Quick reference guide for data science and machine learning concepts, workflows, and tools.

data-science data-science-projects python quarto

Last synced: 20 May 2026

https://github.com/gjrahul1/data_science

This repository aims to be archive for my Data Science Journey

data-science machine-learning-algorithms

Last synced: 11 Sep 2025

https://github.com/jcm-ai/Robust-MLOps-Elevating-Machine-Learning-to-Production-Scale

This project aims to address the challenge faced by the Office of Foreign Labor Certification in managing a high volume of job certification applications for employers seeking to hire foreign workers in the United States. By leveraging ML models, this project seeks to streamline the process of shortlisting visa applicants based on historical data.

aws-ec2 aws-ecr aws-s3 cicd-pipeline data-science docker-image end-to-end exploratory-data-analysis git github-actions html machine-learning-models mlops mlops-project model-deployment mongodb numpy pandas python yaml

Last synced: 09 Aug 2025

https://github.com/othonhugo/praw-cli

Composable Reddit crawler CLI with lazy pipelines, powerful filtering, reproducible datasets, and flexible output formats.

cli command-line crawler data-collection data-pipeline data-science data-scraping etl natural-language-processing nlp praw praw-reddit python reddit reddit-api research-tools scraper text-analysis

Last synced: 11 Jul 2026

https://github.com/stephen-adwini-badu/05.-bcg-x-project

This project involved developing a Random Forest classifier to predict user churn. The work included plotting feature importance to identify key factors influencing churn and evaluating metrics to assess the model's performance. The insights gained from this project were used to develop strategies to improve user retention.

churn-prediction data-science feature-importance jupyter-notebook machine-learning random-forest-classifier

Last synced: 15 Mar 2025

https://github.com/abdullahashfaqvirk/powerbi-dashboards

A collection of Microsoft Power BI dashboards and reports designed to address business challenges and support data driven decision-making.

dashboards data-analysis data-driven data-science microsoft powerbi reports visualization

Last synced: 10 Mar 2026

https://github.com/ddeepanshu-997/decision-tree-classification

in this repository i am going to perform Decision Tree Classification on the dataset , initially i performed some data preprocessing technique in order to filter out the data flaws then undergoes the process of model building i.e decision tree classification .

classification classification-model data-science decision-tree-classifier decision-trees machine-learning

Last synced: 08 Aug 2025

https://github.com/rajatdiptabiswas/iris-flower-dataset

:cherry_blossom: Trying out data visualization and data science on the iris flower dataset

data-science data-visualization iris iris-dataset

Last synced: 15 Mar 2025

https://github.com/ccolpasm/bar-chart-task

Este repositorio muestra una visualización interactiva del PIB de EE. UU. utilizando D3.js. Los datos provienen de la API pública de FreeCodeCamp (https://raw.githubusercontent.com/freeCodeCamp/ProjectReferenceData/master/GDP-data.json). El proyecto utiliza HTML, CSS y D3.js para analizar y graficar el crecimiento económico del país.

d3-visualization d3js data-science data-visualization javascript

Last synced: 08 Aug 2025

https://github.com/hrialan/m2ds-datacamp-project

Airbnb price prediction in Paris

data-science machine-learning

Last synced: 02 Jan 2026

https://github.com/Elevated-Standards/DataDemise

DataDemise is an application for certifying and verifying the destruction of data stored across various cloud providers. It ensures secure and verifiable destruction of data, providing certificates as proof of destruction.

cyber-security data-cleaning data-destruction data-sanitization data-science data-structures data-verification destruction-of-data information-security proof-of-destruction

Last synced: 02 Oct 2025

https://github.com/nurulashraf/eclat-market-research

This notebook explores market basket analysis using the ECLAT algorithm with pyECLAT. It identifies frequent itemsets in a sample dataset to reveal customer co-purchasing patterns, offering valuable insights for business intelligence and marketing strategies.

association-rule-learning business-intelligence data-science eclat machine-learning market-basket-analysis pyeclat

Last synced: 08 Aug 2025

https://github.com/eismont21/alexlens

AlexLens is a comprehensive Image Classification and Transfer Learning application, specifically designed for heterogeneous computing platforms. It features a custom-built AlexNet Neural Network for in-depth analysis and learning.

alexnet data-science deep-learning heterogeneous-computing image-classification intel-movidius machine-learning qt5 transfer-learning

Last synced: 02 Oct 2025

https://github.com/felixamaladhas/payment-fraud

A machine learning project to detect payment fraud using features like account age, payment method, and transaction time. Includes data visualization, preprocessing, and a Random Forest model for prediction.

algorithms bussiness-intelligence classification data-science logistic-regression machine-learning pandas payment-fraud python random-forest

Last synced: 09 Apr 2026

https://github.com/sajjad425/missingvalue

This repository provides a guide on handling missing values in Python, covering identification methods, imputation techniques (mean, median, mode, fill, interpolation), advanced methods (KNN, multiple imputation), and best practices. It includes practical examples for both numerical and categorical data.

data data-analysis-python data-science missing-value-handling missing-value-imputation

Last synced: 04 Apr 2025

https://github.com/kanerix/lerpz-data

Playing around with Python & Dagster

dagster data-science python

Last synced: 08 Aug 2025

https://github.com/sebastianofazzino/ibm-data-science-professional-certificate

In this repository I've stored exercises and projects I've been working on while attending IBM Data Science Professional Certificate, using Python and its libraries.

data-analysis data-mining data-science data-structures data-visualization database machine-learning matplotlib numpy pandas python regression seaborn sql

Last synced: 09 Apr 2026

https://github.com/stewartpark/data-toolbox

🌇 data-toolbox is a collection of data science/machine learning utilities for myself

data-science glove-embeddings machine-learning python

Last synced: 22 Aug 2025

https://github.com/vincent-devine/datascience

Project carried out at ISART Digital. The project aims to teach the profession of a data analyst

data-science python

Last synced: 30 Sep 2025

https://github.com/mohammadshabazuddin/advanced-customer-retention-strategies-in-telecom-attrition-prediction-and-analysis

This project develops a predictive model for customer attrition in the telecom industry using advanced machine learning techniques to identify high-risk customers and enable proactive retention strategies.

customer-retention data-science machine-learning predictive-analytics

Last synced: 05 Aug 2025

https://github.com/saikatharryc/motionchart-d3js

A dynamic Motion chart Built with D3 js.

chart d3js data data-science

Last synced: 23 Dec 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 91 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 awesome-data-analysis 936 CV-pretrained-model 103 StarryDivineSky 108 awesome-learn-datascience 43 data-science-with-ruby 101 awesome-r-learning-resources 140 awesome-data 32 awesome-data-agents 155 awesome-feature-engineering 69 awesome-time-series-segmentation-papers 135 awesome-ai 493 DMG-Data-Science-Awesome 198 awesome-materials-informatics 133 ai-catalog 294 awesome-python 957 machine-learning-resources 56 Awesome-Distributed-Deep-Learning 44 Data-Science 71 awesome-h2o 96 awesome-data-centric-ai 33 awesome-scientific-python 131 awesome-ml-blogs 95 awesome-arcgis-developers 182 100-AI-Machine-learning-Deep-learning-Computer-vision-NLP 260 data-science-learning-path 70 Data-Engineering-Roadmap 119 awesome-kubeflow 152 awesome-code-benchmark 232 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 2,414 Uncategorized 1,792 Languages 1,012 前端开发框架及项目 766 The Data Science Toolbox 598 Books 590 Table of Contents 581 其他_机器学习与深度学习 550 Machine Learning 528 100 + 𝗔𝗿𝘁𝗶𝗳𝗶𝗰𝗶𝗮𝗹 𝗜𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝗰𝗲 𝗣𝗿𝗼𝗷𝗲𝗰𝘁 𝗟𝗶𝘀𝘁 𝘄𝗶𝘁𝗵 𝗰𝗼𝗱𝗲 495 Research Articles and Reports 424 Python 399 Literature and Media 384 网络服务 367 Data Versioning for Machine Learning 361 Awesome Resources 342 Paper implementations 341 后端开发框架及项目 319 其他_机器视觉 315 LLMs and ChatGPT 295