Название: Mastering Data Analysis With Python: Wrangle, Clean, Analyze, and Visualize Data from Scratch
Автор: SK Singh
Издательство: KnoDAX
Год: 2025
Страниц: 618
Язык: английский
Формат: epub
Размер: 24.9 MB
Master the art and science of data analysis with Python—no experience required. Whether you're a student exploring data for the first time, a professional looking to upskill, or an aspiring analyst preparing for your first role, Mastering Data Analysis With Python is your complete, hands-on guide to turning raw data into real-world insights. This comprehensive book walks you through the full lifecycle of data analysis—starting with foundational concepts and Python programming, and guiding you through data wrangling, statistical analysis, visualizations, and project-based applications. With a strong emphasis on practical skills, industry best practices, and interactive exploration using Jupyter Notebooks, you’ll gain the confidence to tackle real data problems with clarity and precision. Work with essential libraries: Develop hands-on fluency with NumPy, Pandas, Matplotlib, Seaborn, and Scikit-learn, and know when to use each.