Hands-On Python and Pandas: Practical Data Science with Python by Sarful Hassan
English | January 20, 2025 | ISBN: N/A | ASIN: B0DTKR9LDS | 356 pages | EPUB | 1.65 Mb
English | January 20, 2025 | ISBN: N/A | ASIN: B0DTKR9LDS | 356 pages | EPUB | 1.65 Mb
Unlock the power of Python and Pandas for data science!
"Hands-On Python and Pandas: Practical Data Science with Python" is the ultimate guide for learning to manipulate, analyze, and visualize data with Python. Whether you’re a beginner or already familiar with programming, this book provides clear, step-by-step instructions for mastering the Pandas library and applying it to real-world data science projects.
You will learn how to:
- Master Data Manipulation: Handle missing data, perform sorting, filtering, and aggregating with ease.
- Transform and Clean Data: Use powerful tools to clean, reshape, and combine data sets efficiently.
- Visualize Your Data: Create compelling charts and graphs using Matplotlib and Seaborn to communicate insights clearly.
- Work with Real-World Projects: Apply your skills to practical data science tasks like sales analysis, customer segmentation, time-series forecasting, and more.
- Optimize Performance: Learn tips and techniques to work with large datasets, speed up processing, and improve overall performance.
Perfect for:
- Beginners to intermediate Python users
- Data scientists and analysts looking to expand their skills
- Anyone interested in working with data for analysis or visualization