Министерство просвещения Российской Федерации

Data Science Essentials — In Python

: Loading CSVs, SQL data, or JSON into Pandas.

: Scaling features, encoding categories, and splitting data. Data Science Essentials in Python

: Use meaningful variable names (e.g., df_sales instead of df1 ). : Loading CSVs, SQL data, or JSON into Pandas

: The go-to tool for building and implementing machine learning models. 🛠️ The Standard Workflow : Loading CSVs

Mastering Python for data science is about building a solid foundation in the "Big Three" libraries and understanding the workflow. 🐍 The Core Toolkit