Ecosyste.ms: Awesome

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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.

https://github.com/kongruksiamza/python-datascience

เอกสารประกอบการสอนเนื้อหา Python - Data Science และงานด้าน Machine Learning

data-analysis data-science numpy pandas python

Last synced: 09 Nov 2024

https://github.com/afondiel/cs-books

Computer science books from algorithms, data structure, programming, to data science, AI and much more.

ai books computer-science computer-science-books computer-vision computer-vision-books data-science data-structures dl image-processing ml programming

Last synced: 06 Nov 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: 12 Nov 2024

https://github.com/chifisource/oddframes.jl

The unique data management platform for Julia

data data-science julia machine-learning

Last synced: 12 Nov 2024

https://github.com/mukeshmithrakumar/hackerranksolutions

My HackerRank Solutions for Python, Java, C, C++, Shell, SQL, JavaScript and Interview Preparation Kit

bash c cpp data-science hackerrank hackerrank-solutions interview-preparation interview-questions java javascript linux-shell machine-learning python python3 shell software sql

Last synced: 16 Nov 2024

https://github.com/getyourguide/db-rocket

Keep your local python scripts installed and in sync with a databricks notebook. Shortens the feedback loop to develop projects using a hybrid environment.

data-science databricks productivity python

Last synced: 14 Nov 2024

https://github.com/silvanmelchior/cme_parser

A tiny parser for more flexible conda environment files

cme-parser conda conda-environment data-science meta-environment parser python

Last synced: 27 Oct 2024

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

Minimalistic wrapper around chartkick for using it within iruby

chartkick data-science iruby rubydatascience visualization

Last synced: 14 Nov 2024

https://github.com/rugk/crops-parser

🌱🍎🍆 A shell script to parse the data by the Food and Agriculture Organization of the United Nations on crops/fruits.

agriculture agriculture-research crop crops data-analysis data-science food fruit fruits statistics streetcomplete tree vegetables

Last synced: 23 Oct 2024

https://github.com/hoangsonww/global-covid19-analysis

🌍 This repository hosts an in-depth analysis of COVID-19's impact across five key countries from Jan 2020 to Dec 2021. Through advanced data analysis and visualization, we aim to provide insights into how the pandemic evolved differently across these nations, shedding light on the effectiveness of various health measures and vaccination campaigns.

covid covid-19 covid19-tracker data data-analysis data-analytics data-science data-visualization ggplot2 julia julia-language python r r-language r-markdown r-programming sas sas-programming stata vaccination

Last synced: 12 Oct 2024

https://github.com/m-muecke/awesome-data-science

Data science and programming resources for daily work

awesome-list bash data-science linux machine-learning python r r-programming sql

Last synced: 28 Oct 2024

https://github.com/jonnor/datascience-master

Journal/notes/log of my Masters in Data Science degree

data-science homework machine-learning

Last synced: 23 Oct 2024

https://github.com/facultyai/ipydataclean

Interactive cleaning for Pandas DataFrames

data-cleaning data-science dataframe jupyter-notebook pandas

Last synced: 28 Oct 2024

https://github.com/phantominsights/covid-19

Data ETL & Analysis on the global and Mexican datasets of the COVID-19 pandemic.

covid-19 data-science etl matplotlib numpy pandas python3 requests seaborn

Last synced: 11 Nov 2024

https://github.com/nelsonmestevao/uminho

:books: University projects, exercises & notes

c cpp data-science distributed-systems haskell java software-engineering

Last synced: 11 Oct 2024

https://github.com/reddyprasade/python-basic-for-all-3.x

We are going to Learn Python, it is a powerful multi-purpose programming language created by Guido van Rossum. It has simple easy-to-use syntax, making it the perfect language for someone trying to learn computer programming for the first time. This is a comprehensive guide on how to get started in Python, why you should learn it and how you can learn it. However, if you knowledge of other programming languages and want to quickly get started with Python.

comprehensive-guide data-science knowledge perfect-language programming-languages python python-3 python-3-6 python3

Last synced: 12 Oct 2024

https://github.com/nrennie/data-science-resources

Resources relating to data science.

data-science resources

Last synced: 28 Oct 2024

https://github.com/srowen/cdsw-simple-serving

Modeling Lifecycle with ACME Occupancy Detection and Cloudera

cloudera cloudera-data-science data-science openscoring pmml workbench

Last synced: 01 Oct 2024

https://github.com/brpy/ml-books

A list of freely available Machine Learning related books.

books data-science free freely machine-learning statistics

Last synced: 05 Nov 2024

https://github.com/mratsim/humpback-whale-identification

Kaggle Humpback whale identification: 2xGPU Data augmentation + FP16 mixed precision training

computer-vision data-science identification kaggle pytorch

Last synced: 23 Oct 2024

https://github.com/primaprashant/ai-customer-support

📚 Curated collection of blogs and papers on how different companies are using machine learning in production for better customer support.

ai applied-data-science applied-machine-learning applied-ml artificial-intelligence customer-service customer-support data-science deep-learning machine-learning natural-language-processing nlp paper production tech-blog

Last synced: 07 Nov 2024

https://github.com/nceas/nceas-training

Training materials and modules from R-based data science short courses at NCEAS

data-science lessons training

Last synced: 12 Nov 2024

https://github.com/codelibs/fione

Fione is Enterprise AI Platform

ai automl data-science machine-learning

Last synced: 30 Oct 2024

https://github.com/omarsar/data_mining_2017_fall_lab

Contains information and instructions for the first Data Mining lab session for 2017 Fall.

data data-analysis data-mining data-science data-visualization

Last synced: 13 Oct 2024

https://github.com/privacy-tech-lab/cross-device-tracking

Data and software for cross-device tracking data collection

cross-device-tracking data-science internet-tracking privacy privacy-tech

Last synced: 09 Nov 2024

https://github.com/amey-thakur/python-crash-course

IIT ROPAR - Diginique Techlabs --> Data Science Machine Learning and AI using Python

ai amey ameythakur data-science data-science-projects house-price-prediction machine-learning python python-crash-course

Last synced: 09 Nov 2024

https://github.com/openbridge/ob_pysh-db

pysh-db - The Data Science Toolkit (DSK)

bash data-science mysql postgres python redshift sql

Last synced: 14 Nov 2024

https://github.com/lintangwisesa/python_fundamental_datascience

Python 🐍 for Jr Data Scientist 📈📊📉

data-science machine-learning python

Last synced: 11 Nov 2024

https://github.com/giswqs/streamlit-mapbox

A Streamlit Component for rendering Mapbox GL JS

data-science geospatial mapping streamlit streamlit-component streamlit-webapp

Last synced: 14 Oct 2024

https://github.com/nicbet/infozilla

The infoZilla unstructured software engineering data mining tool. It can find and extract source code regions, patches, stack traces, enumerations and itemizations from discussion threads.

bugreport bugzilla data-mining data-science tools unstructured-data

Last synced: 06 Nov 2024

https://github.com/shivangraikar/datasciencevalue

Web application created using Streamlit to host an intelligent salary predictor. The project returns the position of the user in this particular field of Data Science.

data-science heroku-deployment logistic-regression machine-learning streamlit-webapp

Last synced: 08 Nov 2024

https://github.com/codait/flight-delay-notebooks

Analyzing flight delay and weather data using Elyra, IBM Data Asset Exchange, Kubeflow Pipelines and KFServing

codait data-science elyra jupyter jupyter-notebook jupyterlab kfserving kubeflow-pipelines machine-learning

Last synced: 09 Nov 2024

https://github.com/shwetajoshi601/world-bank-data-analysis

An Exploratory Data Analysis on the World Bank Dataset.

analysis data-science eda python3 world-bank-api worldbank

Last synced: 16 Nov 2024

https://github.com/greenelab/gbm_immune_validation

Validating glioblastoma immune cell immunohistochemsitry using computational deconvolution of TCGA tumors

analysis cancer data-science gene-expression glioblastoma machine-learning survival-analysis tool

Last synced: 13 Nov 2024

https://github.com/dawievlill/datascience-871

Data science module for economists written mostly in Julia and R

data-analysis data-science machine-learning

Last synced: 11 Nov 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: 15 Nov 2024

https://github.com/sravb/nba-predictive-analytics

Being able to perform gameplay analysis of NBA players, NBA Predictive Analytics is a basketball coach's new best friend.

basketball data-mining data-science data-visualization decision-tree k-nearest-neighbors kaggle-dataset machine-learning matplotlib nba-analytics pandas predictive-analytics python scikit-learn scipy

Last synced: 17 Nov 2024

https://github.com/opengeos/streamlit-map-template

A streamlit template for mapping applications

data-science geospatial mapping python streamlit

Last synced: 11 Nov 2024

https://github.com/alan-turing-institute/hds-discussiongroup

Repo of the Turing's Humanities & Data Science Discussion Group

data-science digital-humanities discussion-group

Last synced: 13 Nov 2024

https://github.com/canagnos/mcp

Tools for Measuring Classification Performance for R, Python and Spark

artificial-intelligence classification data-mining data-science machine-learning machine-learning-algorithms

Last synced: 23 Oct 2024

https://github.com/takuti/anompy

A Python library for anomaly detection

anomaly-detection data-science forecasting machine-learning python

Last synced: 16 Oct 2024

https://github.com/vinibrsl/internet-affordability

🌍 Dataset that shows the Internet affordability by country (a shocking reality!)

data-science dataset human-rights insights jupyter-notebook scraping

Last synced: 24 Oct 2024

https://github.com/ahammadmejbah/tensorflow-developers-roadmap

TensorFlow is an open-source machine learning framework developed by Google. It provides a versatile platform for creating and deploying machine learning models, particularly neural networks, enabling tasks like image recognition, natural language processing, and more.

computer-vision computervision data-analysis data-engineering data-science data-visualization machine-image machine-learning machine-learning-algorithms machine-vision tensorflow tensorflow-tutorials tensorflow2

Last synced: 10 Oct 2024

https://github.com/smups/rustronomy

rustronomy - an astronomy data analysis toolkit written in rust

astronomy data-science physics rust rust-lang rust-library science

Last synced: 14 Oct 2024

https://github.com/open-risk/correlationmatrix

correlationMatrix is a Python powered library for the statistical analysis and visualization of correlations

correlation-analysis correlation-matrices data-analysis data-science statistics

Last synced: 13 Oct 2024

https://github.com/zakroum-hicham/football-analysis-cv

This repository contains a computer vision/machine learning football project that uses YOLO for object detection, Kmeans for pixel segmentation, and perspective transformation to analyze player movements in football videos

ai computer-vision data-science football-analytics kmeans-clustering machine-learning opencv yolov8

Last synced: 29 Oct 2024

https://github.com/chendaniely/ds4biomed

Data Science for the Biomedical Sciences

biomedical-sciences data-science

Last synced: 13 Oct 2024

https://github.com/darenasc/data-science-for-good

Data Science for Good links.

data-for-good data-science

Last synced: 27 Oct 2024

https://github.com/duo-labs/datasci-ctf

A capture-the-flag exercise based on data analysis challenges

ctf data-science

Last synced: 12 Nov 2024

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

Blockchain Network Visualizer for TON.

blockchain data-science network ton toncoin

Last synced: 26 Oct 2024

https://github.com/zen-reportz/zen_dash

Simple, Fast, Scalable , production grade dashboard application . Right solution for team

dashboard data-analytics data-science fastapi flask python3 shiny streamlit

Last synced: 07 Nov 2024

https://github.com/bdpedigo/networks-course

A short course on network data science at Johns Hopkins University

data-science jupyter-book network-analysis networks python python3 teaching teaching-materials

Last synced: 10 Nov 2024

https://github.com/alvarobartt/ea-associate-ds

Electronic Arts (EA) NLP Assignment for: Associate Data Scientist

data-science electronic-arts nlp recruitment-task

Last synced: 14 Oct 2024

https://github.com/koalaverse/analyticssummit19

Material for 2019 Analytics Summit Machine Learning with R Training

data-science educational-materials machine-learning r workshop-materials

Last synced: 19 Nov 2024

https://github.com/glentner/dataphile

Data analytics library for Python and suite of open source, command line based data ops tools.

data-analysis data-ops data-science python scientific-computing

Last synced: 09 Nov 2024

https://github.com/aliktk/python_chilla

This repository contains practice materials on Python, used to deliver online training course. The course was sponsered by codenics and Scholership Network. Pakistan

course data-science eda machine-learning-algorithms pandas-python python scikit-learn training

Last synced: 14 Nov 2024

https://github.com/eyadsibai/machine-learning-docker-image

Data Science/Machine Learning Docker Image for CPU

data-science docker docker-image google-cloud machine-learning

Last synced: 22 Oct 2024

https://github.com/mtpatter/mlflow-tutorial

Fully reproducible, Dockerized, step-by-step, tutorial on training and serving a simple sklearn classifier model using mlflow. Detailed blog post published on Towards Data Science.

data-science machine-learning mlflow mlflow-docker mlops tutorial

Last synced: 13 Nov 2024

https://github.com/nas5w/imdb-data

A JSON file of 50,000 IMDB movie reviews to be used in machine learning applications.

data data-science imdb javascript machine-learning

Last synced: 16 Nov 2024

https://github.com/joaocarabetta/project-templates

Fast Project Templates

data-science python template

Last synced: 12 Nov 2024

https://github.com/bradflaugher/ai-101

Notes, links and code samples and resources for teaching yourself pytorch and tensorflow.

bootcamp course data-engineering data-science learn-to-code learning-by-doing learning-python machine-learning

Last synced: 16 Nov 2024

https://github.com/doubleml/doubleml-serverless

DoubleML-Serverless - Distributed Double Machine Learning with a Serverless Architecture

aws-lambda causal-inference data-science double-machine-learning econometrics machine-learning python scikit-learn serverless statistics

Last synced: 17 Nov 2024

https://github.com/networks-learning/discussion-complexity

Code for "On the Complexity of Opinions and Online Discussions", WSDM 2019

complexity data-science discussion online-discussions opinion-mining paper wsdm

Last synced: 17 Nov 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 Nov 2024

Data Science Awesome Lists
awesome-datascience 847 Awesome-pytorch-list 704 awesome-bigdata 621 awesome-R 482 awesome-mlops 299 awesome-jupyter 205 awesome-computer-science-opportunities 153 awesome-machine-learning-interpretability 1,220 awesome-python-data-science 379 awesome-business-intelligence 231 awesome-streamlit 101 football_analytics 56 awesome-fraud-detection-papers 186 awesome-google-colab 73 CV-pretrained-model 103 yt-channels-DS-AI-ML-CS 195 data-science-with-ruby 101 StarryDivineSky 9,513 awesome-learn-datascience 43 awesome-feature-engineering 69 awesome-r-learning-resources 139 awesome-data-science-resoruces 36 awesome-ai 267 awesome-public-real-time-datasets 42 machine-learning-resources 56 ai-catalog 70 Awesome-Distributed-Deep-Learning 44 awesome-data 31 awesome-h2o 96 Data-Science 71 awesome-materials-informatics 126 awesome-time-series-segmentation-papers 105 awesome-python 1,028 data-science-learning-path 70 awesome-scientific-python 131 awesome-arcgis-developers 176 awesome-kubeflow 139 awesome-data-contracts 57 awesome-ml-blogs 96 Data-Engineering-Roadmap 119 recommendations-for-engineers 1,163 awesome-AI-kubernetes 65 awesome-AI-tutorials-surveys 134 deep-learning-resources 54 awesome-python-machine-learning-resources 1,884 awesome-cv 178 awesome-data-temporality 93 Machine-Learning 483 awesome-data-science-resources 167 awesome-generative-ai-meets-julia-language 58
Data Science Categories
A01_文本生成_文本对话 1,408 Uncategorized 1,002 前端开发框架及项目 568 Community and Official Guidance Resources 554 其他_机器学习与深度学习 423 网络服务 382 Books 380 Awesome Resources 352 Machine Learning 328 Research Articles and Reports 316 其他_机器视觉 297 Literature and Media 289 其他 288 Table of Contents 288 The Data Science Toolbox 287 Education Resources 282 Data Versioning for Machine Learning 258 其他_安全与渗透 254 NLP语料和数据集 250 Tools 238