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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: 2024-07-29 13:36:33 UTC
JSON Representation

https://github.com/wyfunique/DBSim

The codebase for DBSim

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

Last synced: 02 Aug 2024

https://github.com/earth-artificial-intelligence/earth_ai_book_materials

The repo contains the source code, notebooks, and technical resources that assist students to read the book Artificial Intelligence in Earth Science.

data-science earth-science machine-learning python

Last synced: 03 Aug 2024

https://github.com/mad-lab-fau/tpcp

Pipeline and Dataset helpers for complex algorithm evaluation.

algorithms biosignals data-management data-science machine-learning python

Last synced: 02 Aug 2024

https://github.com/codelibs/fione

Fione is Enterprise AI Platform

ai automl data-science machine-learning

Last synced: 31 Jul 2024

https://github.com/gramian/hapod

HAPOD - Hierarchical Approximate Proper Orthogonal Decomposition

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

Last synced: 02 Aug 2024

https://github.com/kennethleungty/Text-to-Audio-with-Bark

Exploring Bark, the Open-Source Text-to-Audio Generative Model

ai artificial-intelligence bark data-science deep-learning gen-ai generative-ai machine-learning prompt-engineering speech text-prompt text-to-audio text-to-music text-to-sound text-to-speech

Last synced: 31 Jul 2024

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

Minimalistic wrapper around chartkick for using it within iruby

chartkick data-science iruby rubydatascience visualization

Last synced: 03 Aug 2024

https://github.com/dmedri/roaster

R - Fetch, build and deploy.

build-tool data-science rstats statistical-analysis statistics virtual-environments

Last synced: 13 Aug 2024

https://github.com/tomaztk/List_of_R_packages_for_Data_scientist

List of useful R packages for data scientists

data-science r r-language r-markdown r-package r-programming statistics

Last synced: 13 Aug 2024

https://github.com/strazto/mandrake

📖🐉- Bring reading the manual 📖 closer to your drake 🐉 workflow 🔥

data-science drake high-performance-computing makefile pipeline r r-package reproducibility reproducible-research rstats workflow

Last synced: 05 Aug 2024

https://github.com/numeract/rflow

Flexible R Pipelines with Caching

cache data-science pipeline r rflow

Last synced: 13 Aug 2024

https://github.com/VaibhavAbhimanyooHiwase/Risk_Calculation_using_Backward_Elimination_Algorithm_in_Life_Insurance

Implementation of backward elimination algorithm used for dimensionality reduction for improving the performance of risk calculation in life insurance industry.

alpha-value backward-elimination data-mining-algorithms data-science insurance kaggle-life-insurance life-insurance multiple-linear-regression p-value random-forest risk-analysis risk-assessment risk-calculations risk-modelling risk-models statistical-analysis statistical-data statistical-learning statistical-models statistics

Last synced: 13 Aug 2024

https://github.com/mathewroy/ynabr

Analyze and visualize your You Need A Budget (YNAB) data. YNAB meets R programming language.

api data-analysis data-science data-visualization r ynab ynab-api

Last synced: 13 Aug 2024

https://github.com/qpwedev/blockchain-network-visualizer

Blockchain Network Visualizer for TON.

blockchain data-science network ton toncoin

Last synced: 30 Jul 2024

https://github.com/buccaneerai/rxjs-stats

Moved to @bottlenose/rxstats (https://github.com/buccaneerai/bottlenose)

analytics data data-mining data-science observables reactive rxjs statistics

Last synced: 05 Aug 2024

https://github.com/apear9/riskmapr

Code for riskmapr apps for invasive weed risk mapping

bayesian bayesian-network data-science ecology ecology-of-invasion invasive-species risk-map shiny shiny-apps weeds

Last synced: 13 Aug 2024

https://github.com/bcgov/canwqdata

R 📦 to download 🇨🇦 open water quality data

data-science env r r-package rlang rstats

Last synced: 08 Aug 2024

https://github.com/Himscipy/bnn_hvd

Distributed Training of Bayesian Neural Networks at Scale

bayesian-networks computer-vision data-science distributed-computing horovod machine-learning mnist tensorflow tensorflow-probability uncertainty-quantification variational-inference

Last synced: 05 Aug 2024

https://github.com/LukasHedegaard/datasetops

Fluent dataset operations, compatible with your favorite libraries

data-cleaning data-munging data-processing data-science data-wrangling dataset dataset-combinations deep-learning multiple-datasets pytorch tensorflow

Last synced: 03 Aug 2024

https://github.com/Joe-Rstats/Books

R & Stats Books and Websites that I think are good.

data-science econometrics education political-science r r-learning r-stats rstats statistics statistics-websites

Last synced: 13 Aug 2024

https://github.com/giswqs/leafmaptools

A Python package for building a tool widgets infrastructure with ipyleaflet and ipywidgets

data-science data-visualization geopython geospatial ipyleaflet ipywidgets jupyter jupyter-notebook mapping python

Last synced: 05 Aug 2024

https://github.com/jimbrig/lossrx

An R package, plumber API, database, and Shiny App for Actuarial Loss Development and Reserving Workflows.

actuarial-science claims-data claims-reserving data-science insurance modelling property-casualty reserving rpackage rshiny rstats workflow

Last synced: 13 Aug 2024

https://github.com/CityOfBoston/analytics_docs

The official documentation of the City of Boston's Analytics Team.

boston city city-government civic-tech data-analytics data-engineering data-science documentation government markdown smart-cities

Last synced: 03 Sep 2024

https://github.com/AurelienAubry/Spotlight

Spotlight is a Spotify dashboard that allows user to visualize his listening habits.

backend bootstrap chartjs data data-analysis data-science data-visualization flask frontend javascript js pandas python python3 react react-bootstrap spotify

Last synced: 01 Aug 2024

https://github.com/tuanle618/AEDA

AEDA - Automated Data Exploratory Analysis in R

data-science eda eda-report exploratory-data-analysis r

Last synced: 13 Aug 2024

https://github.com/katrienantonio/workshop-loss-reserv-fraud

Course material for a workshop on loss modelling, reserving and insurance fraud analytics

actuarial-science data-science insurance-claims

Last synced: 02 Aug 2024

https://github.com/JesseVent/shinyr-knowledge-repo

The shinyR curated knowledge sharing platform

airbnb data-science knowledge machine-learning markdown markdown-viewer python r repository shiny shiny-apps shiny-r

Last synced: 02 Aug 2024

https://github.com/tezansahu/dvc-pycaret-fastapi-demo

Repository for the Demo of using DVC with PyCaret & MLOps (DVC Office Hours - 20th Jan, 2022)

data-science demo deployment dvc fastapi machine-learning mlops-workflow pycaret

Last synced: 03 Aug 2024

https://github.com/bcgov/ghg-emissions-indicator

R scripts for a GHG emissions indicator published on Environmental Reporting BC

data-science env r rstats

Last synced: 03 Aug 2024

https://github.com/ermshaua/mobile-sensing-human-activity-data-set

This is the supporting website for the paper "MOSAD – a new data set for mobile sensing of human activities".

change-point change-point-detection data-mining data-science human-activity-recognition machine-learning python research science time-series time-series-analysis time-series-data-mining time-series-segmentation unsupervised-learning

Last synced: 02 Aug 2024

https://github.com/quant-aq/aeromancy

⚗️ Aeromancy: A framework for performing reproducible AI and ML

aeromancy data-science machine-learning reproducibility reproducible reproducible-experiments reproducible-research reproducible-science

Last synced: 03 Aug 2024

https://github.com/SamEdwardes/pydatafaker

A python package to create fake data with relationships between tables.

data data-science fake-data python

Last synced: 04 Aug 2024

https://github.com/MCodrescu/octopus

R Package for Interacting with Databases

data-science database r rshiny

Last synced: 13 Aug 2024

https://github.com/adityakamble49/loss-ratio-prediction

Predicting Loss Ratios for Auto Insurance Portfolios - ITCS 6100 Big Data Analytics for Competitive Advantage

big-data big-data-analytics data-science insurance jupyter-notebook politics python

Last synced: 08 Aug 2024

https://github.com/oceannetworkscanada/api-python-client

Provides easy access to ONC data in Python

api data-science ocean-sciences onc python

Last synced: 08 Aug 2024

https://github.com/hyunjoonbok/R-projects

Portfolio in R

anomaly-detection data data-analysis data-science data-visualization database deep-learning h2o keras lightgbm marketbasketanalysis regression-models tensorflow time-series xgboost

Last synced: 13 Aug 2024

https://github.com/wesslen/iviz-rstudio-workshop

Interactive Visualizations with RStudio Workshop for UNCC DSI

data-science htmlwidgets interactive-visualizations rstudio shiny shinyapps tidyverse

Last synced: 02 Aug 2024

https://github.com/jurjoroa/hcc-website

Repository of the Hertie Coding Club website. Built with Quarto

css data-science html html-css-javascript html5 javascript latex lua netlify quarto quarto-project quarto-pub quarto-template quartopub webr website

Last synced: 31 Jul 2024

https://cufctl.github.io/mlbd/

Repository for the machine learning / big data creative inquiry

data-science high-performance-computing machine-learning python tensorflow

Last synced: 31 Jul 2024

https://github.com/crdietrich/meerkat

Data acquisition for Raspberry Pi and Micropython

data-science drivers micropython raspberrypi

Last synced: 04 Aug 2024

https://github.com/benedekrozemberczki/NestedSubtreeHash

A distributed implementation of "Nested Subtree Hash Kernels for Large-Scale Graph Classification Over Streams" (ICDM 2012).

data-mining data-science deepwalk distributed-machine-learning feature-extraction gensim graph-classification graph-kernel graph-mining hashing large-scale-learning machine-learning multi-scale node2vec representation-learning streaming-data streaming-processing word2vec

Last synced: 31 Jul 2024

https://github.com/rueedlinger/ml-resources

A curated list of statistics, data visualization and machine learning resources which in find useful, have read or want to read.

curated-list data-science data-visualization deep-learning machine-learning statistics

Last synced: 01 Aug 2024

https://github.com/ishijo/Taylor-Swift-Lyrics

Database (.txt and .csv) of all Taylor Swift Song Lyrics upto April'23

data-science dataset datasets nlp-machine-learning taylor-swift text-mining

Last synced: 12 Aug 2024

https://codeformunich.github.io/radlquartier/

Command-line tool to prepare and extract bike sharing data. Plus example implementations of visualizations and a example website.

data-science data-visualization munich open-data visualization

Last synced: 02 Aug 2024

https://github.com/psyplot/psyplot-gui

Graphical User Interface for the psyplot package

data-science gui interactive ipython psyplot qtconsole sphinx

Last synced: 31 Jul 2024

https://github.com/sharatsawhney/character_segmentation

A detailed Research project on Character-Segmentation using Neural Networks!

data-science deep-learning deep-neural-networks keras keras-layer keras-models keras-neural-networks matplotlib neural-network numpy opencv-python

Last synced: 01 Aug 2024

https://github.com/stappit/blog

I often post solutions to textbook exercises, including: Bayesian Data Analysis (BDA) by Gelman et al; Causal Inference in Statistics Primer (CISP) by Pearl et al; Purely Functional Data Structures (PFDS) by Okasaki.

bayesian-data-analysis blog data-analysis data-science gelman hakyll haskell pearl purely-functional-data-structures solutions stan static-site statistical-inference statistics

Last synced: 30 Jul 2024

https://github.com/coalio/Assistant

A data science library providing flexible dataframes for Lua 5.1+

data-analysis data-science data-structures dataframe lua

Last synced: 01 Aug 2024

https://github.com/sanvishal/Exoplanet-Explore

An Interactive data visualization of Exoplanets

animation d3js data-analysis data-science exoplanet python space visualization

Last synced: 01 Aug 2024

https://github.com/zMoooooritz/stapy

An easy to use SensorThings API Client written in Python

api cli data-science database ogc python sensor sensor-data sensorthings sensorthings-api

Last synced: 04 Aug 2024

https://github.com/tomaztk/datasetR

Generate datasets for R projects

data data-frame data-science r-language r-programming sample sample-data sample-data-generator

Last synced: 13 Aug 2024

https://github.com/ucdavisdatalab/workshop_web_maps

Learn to build an interactive web map to display spatial data

data-science geospatial-visualization teaching-materials ucdavis ucdavis-datalab workshop

Last synced: 05 Aug 2024

https://github.com/codelibs/docker-fione

Docker for Fione

ai automl data-science machine-learning

Last synced: 31 Jul 2024

https://github.com/WaylonWalker/kedro-auto-catalog

Kedro catalog create with default configuration

data data-science kedro kedro-catalog kedro-hook kedro-plugin

Last synced: 31 Jul 2024

https://github.com/sdcastillo/PA-R-Study-Manual

An online study guide for the SOA's predictive analytics exam.

data-science data-visualization machine-learning predictive-modeling r-programming

Last synced: 02 Aug 2024

https://github.com/tsdataclinic/TREC

Transit Resilience for Essential Commuting (TREC)

climate-change data-science transit-data

Last synced: 08 Aug 2024

https://github.com/Badr-MOUFAD/cookiecutter-simple-DS-project

A simple cookiecutter template to structure your Data Science projects.

cookiecutter data-science project-structure python simple-ds-project

Last synced: 03 Aug 2024

https://github.com/csaladenes/csaladenes.github.io

Code behind my personal website (Dénes Csala)

agent-based-modeling business-intelligence complex-systems d3 d3js d3plus data-analysis data-science data-visualisation data-visualization dataviz energy energy-transitions javascript metro networks policy-synchronization renewable-energy system-dynamics website

Last synced: 12 Aug 2024

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: 03 Aug 2024

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

Personal knowledge garden dedicated to AI, ML, AI for Earth Sciences, AI for good, Machine Learning and Data Science

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

Last synced: 07 Aug 2024

https://github.com/TheScientistBr/DataScienceTraining

Treinamento em Data Science

data-science r-programming treinamento

Last synced: 02 Aug 2024

https://github.com/fmv1992/data_utilities

Data utilities library focused on machine learning and data analysis.

data-science utility-library

Last synced: 30 Jul 2024

https://github.com/RemiRigal/DatasetExplorer

A web tool for local dataset browsing and processing developped using the Flask + Angular stack.

ai angular data-processing data-science data-visualization dataset dataset-analysis docker docker-compose flask web-application

Last synced: 13 Aug 2024

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: 13 Aug 2024

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: 01 Aug 2024

https://github.com/ZackAkil/friendlier-data-labelling

Code resources for generating a google form for labelling data.

data-science google google-apps-script google-forms google-sheets machine-learning

Last synced: 01 Aug 2024

https://github.com/ekagra-ranjan/Optimal-Bidding

Inter IIT Techmeet 2017, IIT Madras - Data Science Competition

bid-price bidding boosting-algorithm cross-validation data-science data-science-challenges data-science-competition electricity-market ensemble feature-engineering feature-extraction feature-selection gradient-boosting-machine interiit knn linear-regression market-price random-forest sklearn svm

Last synced: 03 Aug 2024

https://github.com/Nelson-Gon/mde

mde: Missing Data Explorer

data-analysis data-cleaning data-exploration data-science datacleaner datacleaning exploratory-data-analysis missing missing-data missing-value-treatment missing-values missingness omit r r-package r-stats recode replace rstats statistics

Last synced: 13 Aug 2024

https://github.com/techbastic/roadmaps

A curated list of resources to start your developer journey.

blockchain community data-science devops full-stack hacktoberfest open-source roadmaps

Last synced: 31 Jul 2024

https://github.com/spsanderson/steveondata

Repository for R and SQL tips and tricks for @steveondata every Friday

ai blog data data-science machinelearning-r ml r sql time-series tipoftheday

Last synced: 08 Aug 2024

https://github.com/beeva-jorgezaldivar/plumberModel

Create APIs for the deployment of R models with minimal code

api caret data-science deployment machine-learning plumber r

Last synced: 13 Aug 2024

https://github.com/NiranjanStack/Customer-Behavior-Analysis-in-R-Shiny

Analyzing transactions of a retailer to predict promotional items.

analysis analyzing-transactions data-science machinelearning-r predictive-analytics retailer shiny shiny-apps svm-model

Last synced: 13 Aug 2024

https://github.com/techdoer/ostlog

ostlog is a self-tracking tool that motivates individual care, health and well-being.

data-science digital-health health-data mhealth motivation personal-health-information personal-health-tracking quantified-self self-management self-monitoring self-tracking telemedicine well-being

Last synced: 02 Aug 2024

https://github.com/bhavaniprasad73/Artificial-Neural-Network

Artificial Neural Network - Wisconsin Breast Cancer Detection

artificial-intelligence artificial-neural-networks backpropagation binary-classification breast-cancer-prediction breast-cancer-wisconsin breastcancer-classification classification-algorithm confusion-matrix data-science datamining forward-propagation machine-learning neural-networks prediction scikit-learn scikitlearn-machine-learning supervised-learning

Last synced: 04 Aug 2024

https://github.com/UniversalDataTool/courseware

Create instructions for labeling datasets using the Universal Data Tool

annotators courseware data-science dataset hacktoberfest label

Last synced: 01 Aug 2024

https://github.com/thevasudevgupta/ds-toolkit

Some useful stuff for a software/ML engineer

data-science docker-notes dvc-for-data-science git-notes markdown-notes

Last synced: 13 Aug 2024

https://github.com/Nelson-Gon/linit

Utilities for a freshly installed Linux System

apt apt-get bash beginners-guide data-science debian git installation installer linux linux-mint r r-base terminal tutorial tutorial-code ubuntu

Last synced: 13 Aug 2024

https://github.com/kozodoi/dptools

Python package with utilities for data processing, aggregation, feature engineering and data versioning

aggregation data-preparation data-preprocessing data-science feature-engineering python

Last synced: 03 Aug 2024

https://github.com/Rahulkumarr2080/Comcast-Telecom-Consumer-Complaints

Comcast is an American global telecommunication company. The firm has been providing terrible customer service. They continue to fall short despite repeated promises to improve. Only last month (October 2016) the authority fined them $2.3 million, after receiving over 1000 consumer complaints. The existing database will serve as a repository of public customer complaints file.

comcast-telcom-complaints data-science data-scientists data-visualization datascience datascience-with-python jupyter-notebook matplotlib numpy pandas python python-for-data-science rahul-kumar rahul-kumar-thakur

Last synced: 31 Jul 2024

https://github.com/yuval-a/deriveODM

DeriveODM is a reactive ODM - Object Document Mapper - framework, a "wrapper" around MongoDB, that removes all the hassle of data-persistence by handling it transparently in the background, in a DRY manner.

collection data data-mapper data-science database db document dry mapper mongo mongodb mongoose node nodejs object odm persistence persistent react reactive

Last synced: 01 Aug 2024

https://github.com/rstudio/rviews-community

RViews Community Site for Authors and Editors

blog community data-science open-source r r-programming

Last synced: 02 Aug 2024

https://github.com/WeR-stats/workshop-setup_cloud_machine_data_science

Step-by-step instructions on how to set up a virtual machine for Data Science usiing Cloud Infrastructures

cloud data-science dataops digitalocean jupyterlab python r r-shiny r-stats rstudio rstudio-server shiny-server

Last synced: 13 Aug 2024

https://github.com/abistarun/resseract-lite

A Data Analytics Tool with flexible architecture to visualize and analyse data

analystics charts custom-dashboards data data-science data-visualization diverse-data-sources expression-language geochart geocharts interactive-data-exploration light-weight lightweight monitoring resseract resseract-lite slice tool visualisations visualization

Last synced: 04 Aug 2024

https://github.com/jananiarunachalam/Data-Science-Portfolio

Data Science Projects Repository

analytics api data-cleaning data-science data-visualization databases deep-learning excel machine-learning numpy pandas plotly predictive-modeling python3 r r-programming sql

Last synced: 08 Aug 2024

https://github.com/bts-cm/airdrop_tool

Fetch & analyse blockchain tickets. View leaderboards and user tickets. Calculate and perform provably fair airdrops.

airdrop bitshares bitsharesjs blockchain crypto data-analysis data-science electron etl javascript nodejs react ticket tusc

Last synced: 03 Aug 2024

https://github.com/bcgov/safepaths

An R 📦 to safely set & use a path to a private network

citz data-science r r-package rstats

Last synced: 13 Aug 2024

https://github.com/fbrundu/py_session

Print session information

computational-biology data-science modules packages python3 reproducibility reproducible reproducible-experiments reproducible-paper reproducible-research reproducible-science session

Last synced: 02 Aug 2024

https://github.com/jimbrig/lossrunAnalyzer

R Package and Shiny App to Analyze Insurance Lossruns

actuarial data-analysis data-mining data-science insurance r record-linkage risk-management shiny

Last synced: 13 Aug 2024

https://github.com/Suji04/Chat_Entropy_Analysis

A simple python script to find and compare WhatsApp chat entropy

data-science entropy python3 shannon-entropy whatsapp

Last synced: 29 Jul 2024

https://github.com/mickeyshi-syd/actuarial-hackathon-2019

2019 Actuarial Hackathon

actuarial actuaries analytics data data-science hackathon

Last synced: 05 Aug 2024

https://github.com/bhrzali/breast_cancer_classification

breast-cancer-prediction breast-cancer-wisconsin classification data-science r

Last synced: 04 Aug 2024

https://github.com/tusharnankani/analysis-2.0

An Exhaustive WhatsApp Chat Data Analysis 2.0

analysis data data-science plots trends visualization

Last synced: 01 Aug 2024

https://github.com/jorenham/scipy-stubs

Experimental typing stubs for SciPy

basedpyright data-science mypy pep484 pep561 pyright python python-stubs python-typing python3 scipy stubs type-stubs

Last synced: 14 Sep 2024

https://github.com/testlnord/rdstemplate

Reproducible Data Science RStudio Project Template

data-science r reproducibility reproducible-research rstudio template

Last synced: 13 Aug 2024

https://github.com/dimgold/Higgs_data_mining

Higgs data mining project (2015)

data-mining data-science higgs kaggle neurolab sklearn

Last synced: 09 Aug 2024

https://github.com/casualcomputer/sql.mechanic

Functions that generate SQL queries that summarize high-dimensional tables stored in various databases (e.g. Microsoft SQL Servers, Netezza, DB2, Postgres, Oracle, MySQL, etc.).

data-analysis data-quality-checks data-science database mysql netezza oracle postgres quality-control r sql sql-server