New repository with coding evolutions
Using the state of the art packages
To become a great Data Scientist some skills are required:
I . Mathematics especially Statistics and Probability II . Python & R
III . SQL
Then comes
IV. Machine learning
V. Analytics Mindset, Solving business problems.
Here we will try to see all of these aspects.
Data Science & Artificial Intelligence Use Cases:
Data analysis ๐ Time series ๐ Machine Learning Natural Language Processing ๐ฐ Computer Vision ๐๏ธ Web Development: www.sitraka.fr
NEW OBJECTIVE/ become ML OPS
Google Dataset Search ๐๐ฝ?๐ผhttps://datasetsearch.research.google...โ
Kaggle Datasets ๐๐ฝ?๐ผhttps://www.kaggle.com/data
US Economics ๐ธ https://fred.stlouisfed.org
GIS ๐งญ https://www.openstreetmap.fr/
All DB: https://dbdb.io/
Is Data Scientist Still the Sexiest Job of the 21st Century? (2022)
๐ซ๐ท French Economics DB
AI Computations Survey Is indeed a cool site!
Best Practices: To have a stable Python env. use Poetry
To define the requirements: use pip freeze > requirements.txt
Follow the Zen of Python here
Usefull website for an overview