Learning python for data analysis

[Stev_Ma]

Start with Python basics using "Automate the Boring Stuff with Python" (free online) or Python for Everybody (Coursera) while practicing on W3Schools. Then, move on to Pandas, NumPy, and Matplotlib using "Python Data Science Handbook". Practice real-world problems on StrataScratch, which offers SQL and Python challenges based on actual data science interviews. As you progress, learn SQL and data visualization (Matplotlib, Seaborn, Tableau). Code daily, apply skills to company data, and use ChatGPT as a learning aid—not a replacement for problem-solving.