Data science projects🚀

My personal (public) project to share tools and tips about Data Science and Python

What do you need to be a great data scientist?

Critical Thinking (like every scientist)
Python, R, Julia (at least intermediate level), some C or C++
Statistics
Linear Algebra
Differential Equations
Creativity
Good Learning Techniques
Machine Learning
Deep Learning
Big Data Analysis (Spark, Map-Reduce principle, Ray)
ETL Pipeline + DataSet generation
...one or two topic to specialize your skills (i.e. Autonomous Driving, Reinforcement Learning, Computer Vision, Finance)

Simple Reinforcement Learning (or other online learning system)
- Q-Table
- Deep Q-Learning (Experience Replay)
GUI basics (QT, ImGUI, ...)
Physical Simulations
BioInformatics
Effective Data Visualizations (Seaborn, DataViz, ...)
One simple and effective tool to improve Computer Vision accuracy (No Flatten Information etc...) like this
Explainable AI
Edge AI (TinyML, Raspberry, ...)
Transformers (NLP and Text-to-Image)
- Visual
- Stable Diffusion
- Mistral
Business Process Automation (PowerBI, Zapier, etc...)
RAG (Retrieval-Augmented Generation)