Complete beginner's guide to matplotlib with step-by-step terminal demonstrations. Learn to install matplotlib, handle errors, create line plots, bar charts, and histograms with detailed explanations of every command and output.
Master pandas fundamentals with step-by-step terminal demonstrations. Learn to read CSV files, explore data structure, generate statistics, and handle missing values with detailed command explanations and output analysis.
Master NumPy from scratch with hands-on terminal demonstrations. Learn array creation, indexing, slicing, reshaping, and mathematical operations. Includes troubleshooting common import errors and circular import issues.
Learn how to test and verify your Python data science installation with practical examples. Create your first NumPy arrays, Pandas DataFrames, and load Scikit-learn datasets.
Learn how to install essential Python data science packages including NumPy, Pandas, and Scikit-learn on CentOS. Complete with troubleshooting tips and package explanations.