Szoftverek, eszközök, amiket használni szoktam Data Science / Data Analysis hobbi projektjeimhez.
Softwares, tools which I use during my hobby projects.
Alap, azaz megkerülhetetlen / basic, thus inevitable
- ETL: bash (on Ubuntu Linux), Python 3.x, Microsoft (MS) Excel, NotePad++
- Data storage and queries: SQL -> PostgreSQL (+ Workbench), MySQL (server) + bash + Python
- presentation: Google Sheets, Google Data Studio and Google Analytics, MS Office (O365/desktop; Excel, PowerPoint), Libre Office
Magasabb színvonalhoz / for higher quality
- data analysis and visualisation: Google Data Studio, Tableau, PowerBI
- Python -> Matplotlib, Keras, Pandas,
Jupyter notebook - Machine/Deep Learning: Python (Pandas, Keras, SKLearn)
Más / Others
- web: HTML 5, CSS, PHP
- scientific analysis: Microcal Origin
- image editors: Paint.Net, GIMP, basic Photoshop
- image analysis: Matlab
- data acquisition / hardware control: National Instruments Labview, Matlab, Python
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