Data

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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/vartikaraj2512/ml-training

**ML-Training** 🧠🤖📊: A collection of essential ML codes including recommendation systems, clustering, regression, PCA, and more. Explore algorithms widely used in data science for personalized content, market analysis, segmentation, and predictive modeling. Ideal for enhancing skills and industry relevance. 🚀📚

data-science googlecolab machine-learning matplotlib pandas python seaborn spyder

Last synced: 12 Apr 2026

https://github.com/chrnthnkmutt/theartofstatistic_python

This repository is implemented from David Spiegelhalter's The Art of Statistics Book, for making Python Visualization

data data-science data-visualization machine-learning statistics

Last synced: 08 Jun 2026

https://github.com/gandhasiri-rahul-mohan/decesion-tree-q1-company_data

Problem Statement: A cloth manufacturing company is interested to know about the segment or attributes causes high sale.

data-science decision-trees machine-learning python

Last synced: 08 Jun 2026

https://github.com/ralstonraphael/water_access_ml_project

This project analyzes life expectancy data from the World Health Organization (WHO), sourced from Kaggle. The dataset spans 183 countries across 6 regions, covering metrics such as life expectancy, mortality rates, healthcare access, and socioeconomic factors.

data-science machine-learning numpy pandas python

Last synced: 29 Apr 2026

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

In this repo, I have the course contents of Python for Data Science training, which will be given to Siemens by the cooperation of Academy Peak Information Technologies Training and Consultancy between 28 June - 1 July 2022.

data-analysis data-mining data-modeling data-science data-structure data-visualization matplotlib-tutorial numpy-tutorial pandas-tutorial

Last synced: 23 Mar 2025

https://github.com/yuvraj0412s/proactive-fraud-detection-using-machine-learning

An end-to-end machine learning project for detecting financial fraud using LightGBM, featuring in-depth EDA, advanced feature engineering, and a focus on actionable business insights.

class-imbalance classification-model data-analysis data-science data-visualization exploratory-data-analysis feature-engineering fintech fraud-detection jupyter-notebook lightgbm machine-learning pandas python scikit-learn smote

Last synced: 02 May 2026

https://github.com/pr38/pymc_cox_ph_notebook

cox proportional hazards implementation for pymc/pytensor

baeysian data-science pymc survival-analysis

Last synced: 23 Jul 2025

https://github.com/m-faizan-mahmood/detailed-exploratory-data-analysis-eda-marketing-recomendations.

This project focuses on cleaning, preprocessing, and analyzing data using Pandas and NumPy. Key steps include handling missing values, removing outliers, feature engineering, and exploratory data analysis (EDA). Visualizations with Matplotlib and Seaborn highlight trends in customer spending, campaign performance, and product sales.

big-data data-analysis data-processing data-science eda exploratory-data-analysis numpy pandas python

Last synced: 11 Apr 2026

https://github.com/arhcoder/netflix-opinions-analysis

🗯️ Web Scraping, Logistic Regression and Natural Language Processing techniques to analyze the opinions of Netflix service through Data Mining.

costumer-service costumer-service-levels data-mining data-science logistic-regression natural-language-processing netflix python scraping sentiment-analysis web-scraping

Last synced: 30 Apr 2026

https://github.com/angrysky56/data-forge-mcp

Data-Forge is a Model Context Protocol (MCP) server that transforms any LLM into a powerful Data Science Assistant. It provides a suite of high-performance tools for data loading, cleaning, validation, profiling, feature engineering, and visualization.

data-science mcp-server

Last synced: 08 Jan 2026

https://github.com/ranxi2001/kaggle-auto-research

AI Agent 驱动的 Kaggle 竞赛自动研究框架，支持调研、EDA、特征工程、模型训练、迭代优化、集成与安全提交管理。

ai-agent automation cli competition-framework data-science eda feature-engineering kaggle kaggle-competition typer

Last synced: 22 Jun 2026

https://github.com/mwombeki6/multiclass-machine-learning-web-app

This is a multiclass classification project to classify severity of road accidents into three categories. this project is based on real-world data and dataset is also highly imbalanced.

classification data-mining data-science imbalanced-classification machine-learning

Last synced: 03 Aug 2025

https://github.com/flazefy2/ds-airplane_crashes_dataset_since_1908

https://www.kaggle.com/datasets/landfallmotto/airplane-crashes-dataset-since-1908

csv data-science jupyter-notebook python statistics

Last synced: 01 May 2026

https://github.com/flazefy/kumande-ds

Kumande is consume management apps. So you can list and analyze your consume food or drink. Make a budget to set limit of spending. Analyze your health and sync it with your daily consume. Also you can create reminder to remind your daily food schedule or many more. Created using Python Jupiter Notebook

barchart chart csv data-science food jupiter-notebook matplotlib pie-chart python statistics

Last synced: 01 May 2026

https://github.com/ccao-data/report-model-benchmark

Benchmark of timing for CCAO models on different hardware

benchmark data-science lightgbm r xgboost

Last synced: 30 May 2026

https://github.com/javianng/a-star-spatial-omics-hackathon

In the A*Star - Spatial Omics Hackathon, we aim to enhance cancer cell identification accuracy by integrating RNA data with histological insights derived from H&E stained images. The primary goal is to determine if cell clusters identified by transcriptome expression align with those identified through histological data.

cancer data-science hackathon jupyter-notebook python

Last synced: 26 Feb 2025

https://github.com/gracysapra/heart-disease-prediction-using-logistic-regression

This project uses Logistic Regression to predict the likelihood of heart disease based on medical attributes such as age, cholesterol levels, and blood pressure. It includes model training, evaluation, and an interactive Gradio interface for real-time heart disease risk prediction.

classification data-preprocessing data-science data-visualization gradio-interface heart-disease-prediction logistic-regression machine-learning

Last synced: 11 Jun 2026

https://github.com/leosimoes/uerj-tcc-analisador-dados-texto

Texto do trabalho de conclusão de curso (TCC) em engenharia de computação. Aplicativo Web para análise de dados.

data-analysis data-science data-visualization python streamlit

Last synced: 24 Mar 2025

https://github.com/m-valentino/c-sharp-webcrawler

Easy-to-use web crawler terminal program written in c#. Given an entry URL, the program will visit links and save their URLs and page titles. Optionally you can export crawled links to a CSV.

csharp csv csv-export data-science webcrawler

Last synced: 08 Jul 2026

https://github.com/gaurav-van/toxic-comment-web_app

Data Science Project to classify a comment into several toxicity categories. This Repository is used for deployment of the project.

classification data-science datacleaning exploratory-data-analysis machine-learning nlp nlp-machine-learning python streamlit

Last synced: 02 May 2026

https://github.com/tushar2704/wild_blueberry_yield_prediction

This project aims to predict the yield of wild blueberries using machine learning techniques. The dataset used for predictive modeling was generated by the Wild Blueberry Pollination Simulation Model, an open-source, spatially-explicit computer simulation program. The model allows for the exploration of various factors and predicts Yield

artificial-intelligence classification data-science

Last synced: 04 Nov 2025

https://github.com/giorgiosavastano/process

processing-chain provides a convenient way to seamlessly set up processing chains for large amounts of data.

big-data data data-science parallel parallel-computing process processing processing-chain rust

Last synced: 05 Oct 2025

https://github.com/umar-saadat/car-price-prediction-ml

🚗 A Machine Learning project that predicts the price of used cars using Linear Regression. Built with Python, Scikit-learn, and Streamlit, this app takes inputs like car brand, year, mileage, engine size, and more to estimate the selling price in real-time

ai-project car-price-prediction data-science linear-regression machine-learning ml-project python scikit-learn streamlit

Last synced: 02 May 2026

https://github.com/emmanuelezenwere/datasift

DataSift auto applies a data pre-processing pipeline to Data Science Projects.

data-engineering data-preprocessing data-science etl-pipelines

Last synced: 12 Jul 2025

https://github.com/italoseara/cet083

Medidas de Posição (ou separatrizes) - CET083

data-science matplotlib numpy pandas portuguese python statistics university

Last synced: 03 May 2026

https://github.com/nitsc/spell-from-threebodytrilogy

Implemented the process of extrapolating from Gaia stellar data, to 3D visualizations, to three-views, to three-view signals, to three-view audio of signals, and even their inversions. This project proves the feasibility of the Logic (Luoji)'s “spell” from “The Three Body Problem” trilogy.

3d 3d-graphics astronomy astronomy-astrophysics audio audio-processing data data-science data-visualization gaia graph information-technology information-visualization numpy python python-3 python3 signal signal-processing visiualization

Last synced: 02 May 2026

https://github.com/jaidevd/talentsprint-workshop

TalentSprint workshop on Machine Learning in November 2017

data-science jupyter-notebook machine-learning python sklearn tutorial

Last synced: 02 Aug 2025

https://github.com/baggiponte/ta-statistics-for-big-data-2022

🎓 Introduction to Python and Machine Learning [UniMi • AY 2021/2022]

clustering data-science data-visualization machine-learning python scikit-learn

Last synced: 03 May 2026

https://github.com/anandanraju/youtube-data-api-model

The YouTube Analytics API enables you to generate custom reports containing YouTube Analytics data. The API supports reports for channels and for content owners. Report fields are characterized as either dimensions or metrics

analytics data-analysis data-science metrics model python telemetry youtube youtube-api

Last synced: 03 May 2026

https://github.com/rebrowser/seatgeek-dataset

SeatGeek ticket marketplace data: events with taxonomy and schedule status, listings with section/row and deal bucket, 15K+ performers, 12K+ venues with capacity and coordinates. Updated daily.

concerts crawler data-collection data-science dataset deal-score events open-data scraper seatgeek sports ticket-prices tickets web-scraping

Last synced: 03 May 2026

https://github.com/zbenmo/emmerald

Exceptional Model Mining (EMM)

data-mining data-science

Last synced: 10 Mar 2026

https://github.com/zeynepcol/data-analysis-visualization

Data visualization and interactive analytics - Olympics Dataset

data-analysis data-science data-visualization matplotlib pandas plotly python scipy seaborn streamlit

Last synced: 03 May 2026

https://github.com/data-88e/fa25

UC Berkeley Data 88E Fall 2025 Website

data-science economics education jekyll jupyter uc-berkeley

Last synced: 03 May 2026

https://github.com/creativepurus/python-basics

🌟 I wanted to share some amazing free resources for learning Python! 🤓👨‍🎓👩‍🎓 So, this repository is all about Basics of Python 🐍

basic basic-algorithm basic-learning basic-programming basic-programming-language coding coding-standards creative-coding creativepuru data-science free machine-learning python python3 pythonbase pythonbasic pythonbasics pythonbasicstutorial resources

Last synced: 30 Apr 2026

https://github.com/pirocheto/template-ml-bentoml

Template to deploy machine learning model with BentoML

bentoml cookiecutter data-science machine-learning mlops template

Last synced: 19 Jun 2025

https://github.com/avinashbarnwal/automl

Packages for Auto ML

data-science machine-learning

Last synced: 23 Jul 2025

https://github.com/nisaaragharia/mass_summarization

Large Scale Dataset Cleaning (Summarization and Information Extraction) Using LLAMA2 70B

data-science dataset dataset-generation llama2 llms summarization

Last synced: 29 Apr 2026

https://github.com/cliffordnwanna/climate_data_analysis_and_visualization

The Climate Data Visualization and Analysis project showcases a comprehensive exploration of African climate data, with an emphasis on identifying patterns and trends in average temperatures across different countries and time periods. It serves as a practical demonstration of my data analysis, data visualization, and problem-solving skills.

data-analysis data-science mathplotlib pandas plotly visualization

Last synced: 04 May 2026

https://github.com/gandhasiri-rahul-mohan/text-mining-q2-text-data

1) Extract reviews of any product from ecommerce website like amazon 2) Perform emotion mining

data-science machine-learning python spacy-models text-mining

Last synced: 16 May 2026

https://github.com/albertomorini/policesviolence

Repository for the project of the course Data Science (Fondamenti di Scienza dei Dati) at UniUD.

data-analysis data-science data-visualization r

Last synced: 31 May 2026

https://github.com/ruchit0807/heart_disease_prediction

An interactive ML-powered web app that predicts the risk of heart disease based on clinical inputs like age, chest pain, cholesterol, ECG, and more. Built using Python, Streamlit, and scikit-learn, it offers early risk assessment in a simple and accessible way—just enter your health metrics and get instant feedback.

data-analysis data-science knn-regression pandas streamlit

Last synced: 04 May 2026

https://github.com/izzhafeez/jupyter-scripts

Jupyter Scripts that I've done over the years, mainly Data Science projects, but also lots of Web Scraping ones as well

data-science jupyter-notebook python r software-testing web-scraping

Last synced: 04 May 2026

https://github.com/winter000boy/my-project-portfolio

Welcome to My Project Portfolio! This repository is a comprehensive collection of my work in Java programming, Python development, Machine Learning (ML), Artificial Intelligence (AI), and Web Development. Organized for ease of access, this portfolio highlights innovative and practical projects tailored to solve real-world challenges.

ai artificial-intelligence artificial-neural-networks bootstrap data-science deep-learning flask-application java-projects machine-learning numpy pandas-python potfolio-site python-projects python3 spring-boot tkinter-gui web-development

Last synced: 05 May 2026

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

Kickstart your career in data science & ML. Build data science skills, learn Python & SQL, analyze & visualize data, build machine learning models. No degree or prior experience required.

coursera dash data-analysis data-science html5 ibm ibm-professional-certificate javascript machine-learnng python sql

Last synced: 16 Nov 2025

https://github.com/nfaltir/dataxplorer

🔬 A Streamlit app that performs various data exploration operations on an uploaded dataset instantly.

data data-science python streamlit

Last synced: 05 May 2026

https://github.com/onome-joseph/flight-machine-learning-model

This project implements a Flight Price and Duration Prediction Machine Learning Model. Built to predict both flight price and duration due to their interrelated nature.

data-insights data-science deep-learning linear-regression machine-learning xgboost-regression

Last synced: 27 Jun 2025

https://github.com/mayurasandakalum/azure-airflow-weather-etl

Automated ETL pipeline project using Apache Airflow on an Azure Virtual Machine. This project extracts weather data from the Open Weather Map API, transforms it with Python, and loads it into Azure Blob Storage for efficient storage and retrieval.

apache-airflow automation azure azure-blob-storage cloud-computing data-engineering data-pipeline data-science etl openweathermap-api python virtual-machine weather-data

Last synced: 05 May 2026

https://github.com/malted/keylogger.cool

An ethical keylogger for data science

data-science

Last synced: 03 Jul 2025

https://github.com/wkambale/tech-articles

Welcome to a series of technical articles written by Wesley Kambale on Hashnode.

data-science flask javascript machine-learning python

Last synced: 05 May 2026

https://github.com/md-emon-hasan/ml-projects-telcom-customer-churn-prediction

📱 Customers are likely to leave a telecom service, enabling companies to take measures for retention and create accurate churn prediction models.

boostrap5 customer-churn customer-segmentation data-engineering data-science data-visualization logestic-regression machine-learning telco-customer-churn-prediction telcom-churn

Last synced: 05 May 2026

https://github.com/muhammadsaqib001/streamlit-app-for-shadow-detection

Shadow Detector App is a web application built using Streamlit that utilizes a trained UNet model to identify and analyze shadows in uploaded images. This app allows users to upload images and detect shadows using advanced AI technology with just a click of a button.

computer-vision data-science image-processing machine-learning opencv pillow python streamlit streamlit-dashboard

Last synced: 05 May 2026

https://github.com/andres15alvarez/coffee-sow

In this project a dataset was created from a brief research on coffee plantations, it is not intended to be an excellent dataset, it is only for educational purposes about neural networks.

data-science deep-learning machine-learning python pytorch

Last synced: 05 May 2026

https://github.com/lter/lterpalettefinder-shiny

Shiny app to demonstrate `lterpalettefinder`'s functionality

data-science r shiny

Last synced: 27 Jun 2025

https://github.com/mirokeimioniemi/classifying-software-pirates

Exploring the factors driving people into software piracy by training two machine learning models to predict whether a person with certain characteristics and sentiments is likely to possess any pirated software or not using a dataset collected via a survey targeting users of music production software.

data-analysis data-science decision-tree-classifier logistic-regression machine-learning piracy python software-piracy survey

Last synced: 06 May 2026

https://github.com/drcbeatz/machine-learning-tool

Machine Learning Tool - Train and test supervised ML algorithms (incl. binary classification and regression) on custom data sets and visualize your results without knowing how to code.

data-science data-visualization django machine-learning python scikit-learn

Last synced: 06 May 2026

https://github.com/kirkalyn13/opensignal_autogenerate_report

Script used to generate results/summary, including the trends of flagged provinces, from the raw excel data file,

data-analysis data-science data-visualization matplotlib numpy pandas python

Last synced: 06 May 2026

https://github.com/0xnaman1/mindai

Data Science blog post

data-science fastai python pytorch

Last synced: 06 May 2026

https://github.com/avidlearnerinprogress/text_analytics_101

Coursework solutions for the course COMP47600 - Text Analytics

data-science data-visualization natural-language-processing nlp python3 r text-analytics

Last synced: 05 May 2026

https://github.com/uznetdev/adventureworks-dashboard

A dashboard and prediction model based on the AdventureWorks 2019 dataset, completely free to use.

adventureworks data-science machine-learning ml prediction python sklearn streamlit streamlit-dashboard streamlit-webapp

Last synced: 02 Jan 2026

https://github.com/tom-mohr/clevertable

Consistent, intelligent transformation of text-based tabular data into numerical data.

conversion data-science numpy pandas python

Last synced: 06 May 2026

https://github.com/rembertdesigns/smart-vinyl-catalog

AI-powered vinyl cataloging and music discovery platform leveraging BigQuery’s generative AI. Processes mixed-format data to deliver personalized recommendations, collection analytics, and intelligent search. Created for the Kaggle BigQuery AI Challenge to showcase real-world, scalable AI solutions for music lovers.

ai bigquery data-science data-visualization generative-ai hackathon kaggle kaggle-competition machine-learning music-analytics music-recommendation-algorithm python recommender-system vinyl

Last synced: 07 May 2026

https://github.com/gandhasiri-rahul-mohan/forecasting-q2-airlines

Forecast the Airlines Passengers data set. Prepare a document for each model explaining.

data-science forecasting machine-learning python

Last synced: 29 May 2026

https://github.com/emapco/ca-covid-vaccination-dashboard

A streamlit dashboard for California vaccination data published by the California Department of Health Services.

data-science python streamlit-dashboard

Last synced: 14 Mar 2025

https://github.com/akashash01/akash_linear-regression

This is an linear approach machine learning model used to predict the values of variable(dependent) based on other variables(independent).

anova-test autocorrelation data-science heteroscedasticity linear-regression machine-learning mape multicollinearity numpy pandas python supervised-learning

Last synced: 07 May 2026

https://github.com/gperdrizet/ariel-data-challenge

Kaggle competition: NeurIPS - Ariel Data Challenge 2025

astronomy data-science exoplanets kaggle machine-learning neurips-2025 python spectroscopy

Last synced: 07 May 2026

https://github.com/moindalvs/assignment_pca_wine_dataset

Case Summary Perform Principal component analysis and perform clustering using first 3 principal component scores (both Heirarchical and k mean clustering(scree plot or elbow curve) and obtain optimum number of clusters and check whether we have obtained same number of clusters with the original data (class column we have ignored at the begining who shows it has 3 clusters)

data-science feature-selection jupyter-notebook pca pca-analysis python tsne

Last synced: 17 May 2026

https://github.com/diacod-i/bournetokill

Analysis on inhibition assay data for Monoamine Oxidase protein family

data-analysis data-science data-visualization python3

Last synced: 21 May 2026

https://github.com/torodata/torodata

Config files for my GitHub profile.

aws config data-science github-config machine-learning python

Last synced: 11 Apr 2026

https://github.com/adam-rumpf/pharmacy-access

Code for a research project about measuring pharmacy access levels in various geographic areas.

data-science geospatial math public-health research

Last synced: 16 Jan 2026

https://github.com/soumyaco/rare-species-analysis-across-uk

A Data Analysis on over 20M data on different species in UK and their location

data-analytics data-science folium-maps pandas python3

Last synced: 07 May 2026

https://github.com/pradeep221b/customer_churn_prediction

A production-ready machine learning project in R for predicting customer churn, featuring a tuned XGBoost model and a REST API for live predictions.

api customer-churn data-science explainable-ai machine-learning mlops plumber predictive-modeling r rstats tidymodels vetiver xgboost

Last synced: 04 Oct 2025

https://github.com/mayank341/mayank341

👋 Welcome to my GitHub! Explore my projects, experiments, and contributions.

aiml data-science dsa mernstack-developer

Last synced: 28 Jan 2026

https://github.com/1ayanabil1/iris-visualization

This repository focuses on visualizing the Iris dataset using various data visualization techniques. It includes histograms, scatter plots, box plots, pie charts, bubble charts, and KDE plots to provide insights into the dataset’s structure. The project utilizes Matplotlib, Seaborn, Plotly, and Scikit-learn to generate insightful visualizations.

analytics clustering data-analysis data-science data-visualization datavisualization-project datavisualizations eda exploratory-data-analysis machine-learning machinelearning-python python

Last synced: 07 May 2026

https://github.com/diegofps/patas

Distributed hyperparameter search in a single command line 🔮

clusters data-science hpc hyperparameter-tuning parallel-computing plotting productivity-tools sql

Last synced: 17 Jan 2026

https://github.com/renan-siqueira/python-x-ray-effect-tool

A useful tool for creating datasets with characteristics of x-ray images

data-science image-transformations mit-license pillow python x-ray x-ray-images x-ray-simulation

Last synced: 01 Aug 2025

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