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Hands-On Python and Pandas: Practical Data Science with Python
Paperback
Publisher: Independently Published
Published: Jan 21 2025
Pages: 294
Weight: 0.87
Height: 0.62 Width: 6.00 Depth: 9.00
Language: English
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.
This comprehensive guide covers essential concepts such as data cleaning, transformation, and analysis with Pandas. You will also explore advanced topics like data visualization, performance optimization, and real-world applications, equipping you with the skills necessary for tackling any data science challenge.
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
Start your journey into Python and Pandas today and unlock the full potential of your data!
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