Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

This comprehensive tutorial covers the entire data analysis workflow using Python, including reading data from CSVs, SQL, and Excel, processing it with NumPy and Pandas, visualizing results with Matplotlib and Seaborn, cleaning data, and creating reports. It includes real‑life project examples, Jupyter Notebook tutorials, and quick Python references to refresh programming skills. The course is divided into parts: Part 2 (00:11:11), Part 3 (00:30:50), Part 4 (01:04:58), Part 5 (01:57:08), Part 6 (02:47:18), Part 7 (03:25:15), and Part 8 (03:55:19).