awesome-data-science-development

:robot: Awesome list of libraries, frameworks, softwares and tools used in data science.
https://github.com/praneshkrishnan/awesome-data-science-development

Last synced: 6 days ago
JSON representation

Technical Blog
- Web Hosting
Data Science
- Machine Learning
- ML Ops
- Visualization
  - Apache Superset _Data Exploration and Visualization_
  - Grafana
- Package Management
  - Common Commands
  - Virtualenv and pip
- Domain Specific
- Data Science Environment
- Data
- Data Science Other Notes
Course
- Web Hosting
Backend Development
- Backend Other Notes
- REST
  - Stripe
  - Representational State Transfer (REST) Architectural Style
- Security
  - OAuth
  - JSON Web Token (JWT)
- Data Format
  - Base 64 Encoded String
  - Javascript Object Notation (JSON)
- DevOps
  - Github Actions
  - CircleCI
- Monitoring
  - Datadog
- Command Line
  - Learn CLI The Hard Way
  - The Art Of Command Line
- Deployment
  - Docker
- Software Architecture
  - Microservices
  - Domain Driven Hexagon
Frontend Development
- Basic Stack
  - Awesome Typescript 1
  - Understanding ECMAScript 6 - [Github es6features](https://github.com/lukehoban/es6features#readme)|
  - TypeScript From Scratch
  - Awesome Typescript 2
- Frontend Other Notes
  - Electron
E-Book
- Web Hosting
Technical Vlog
- Web Hosting
  - 승지니어 Sengineer (In Korean)
Database
- Structured Query Language
  - MySQL
  - PostgreSQL
Cloud Infrastructure
- Cloud Provider
  - Naver Cloud
- Cloud Other Notes
  - Server Setup Guidelines
Web
- Web Hosting
  - Github Pages _Hosting with Github_
  - Streamlit _Web Hosting with Python, focusing on Data Science_
IOTG
- Web Hosting
  - Thingsboard

Programming Languages

Python 11 Jupyter Notebook 3 Java 2 C++ 2 HTML 1 TypeScript 1

Categories

Technical Blog 103 Data Science 39 Backend Development 18 E-Book 13 Course 10 Frontend Development 5 Cloud Infrastructure 2 Database 2 Web 2 IOTG 1 Technical Vlog 1

Sub Categories

Web Hosting 130 Machine Learning 16 Backend Other Notes 4 Domain Specific 4 ML Ops 4 Data Science Environment 4 Data Science Other Notes 4 Basic Stack 4 Data 3 Software Architecture 2 Command Line 2 Visualization 2 REST 2 Data Format 2 DevOps 2 Security 2 Structured Query Language 2 Package Management 2 Frontend Other Notes 1 Deployment 1 Cloud Other Notes 1 Monitoring 1 Cloud Provider 1

Keywords

machine-learning 7 python 6 awesome-list 4 deep-learning 3 pytorch 3 kubernetes 2 jupyterlab-extension 2 data-science 2 jupyterlab 2 cloud 2 docker 2 typescript 2 data 2 microservices 2 visualization 2 lstm 2 image-processing 2 awesome 2 nodejs 2 pandect 2 javascript 2 jax 2 notebook 2 opendata 2 datasets 2 robust-estimation 1 scene-text-recognition 1 scene-text 1 statistics 1 optical-character-recognition 1 ocr 1 timeseries-analysis 1 autograd 1 cpp 1 information-retrieval 1 easyocr 1 c 1 cross-platform 1 image 1 pil 1 pillow 1 regression-models 1 python-3 1 prediction 1 benchmarking 1 security 1 count-model 1 data-analysis 1 hypothesis-testing 1 econometrics 1