🚀 Required Skills for a data scientist

🎯Statistics and Probability
🎯Mathematics
🎯Python, R, SAS and Scala or other.
🎯Data visualisation
🎯Big data
🎯Data inquisitiveness
🎯Business expertise
🎯Critical thinking
🎯Machine learning, deep learning and AI
🎯Communication skills
🎯Teamwork

Advanced ML with Python

Python NumPy for Beginners (2022)

Mastering Predictive Analytics with R
Rui Miguel Forte, 2011

Data Cleaning and Exploration with Machine Learning
Michael Walker, 2022

Intro to Python for Computer Science and Data Science

📓 Book

Artificial Neural Networks
Hugh Cartwright, 2015

Architecture of Twitter platform