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Required skills

Python

Linear Algebra and Geometry

Statistics and Probability

Algorithms and Data Structures

Databases

Data Science

R

Data Analysis

Data Visualization

APIs and Web Scraping

Big Data

Machine Learning

Deep Learning

Useful

GitHub - academic/awesome-datascience: :memo: An awesome Data Science repository to learn and apply for real world problems.

Data Analyst Roadmap

GitHub - DataExpert-io/data-engineer-handbook: This is a repo with links to everything you'd ever want to learn about data engineering

Data Science Tutorials & Resources for Beginners