Python for Data Science

AI-Assisted Coding

Python is the language of data science, and AI tools are transforming how it's written. Code assistants like GitHub Copilot and data analysis environments like ChatGPT's Advanced Data Analysis can write, debug, and explain Python code for you.

Key Libraries

An AI can generate code using all the standard data science libraries:

Pandas: For data manipulation and analysis.
NumPy: For numerical computation.
Matplotlib & Seaborn: For data visualization.
Scikit-learn: For machine learning.

You can simply describe the task you want to perform in plain English, and the AI will generate the corresponding Python code.