If you want to master the basics of data work with Python and understand how to apply this knowledge in practice, the guide "Python for Data Science For Dummies" by John Paul Mueller and Luca Massaron is what you need. This manual offers a simple and accessible approach to learning data science, providing detailed instructions and practical examples.
Download the book "Python for Data Science For Dummies" by Mueller in PDF to get a comprehensive guide on using Python for data analysis, model building, and result visualization.
What is the book "Python for Data Science For Dummies" about?
The guide covers all the fundamental aspects of working with data in Python. You will learn how to install and set up your working environment, work with the Pandas, NumPy, and Matplotlib libraries, which are widely used in data science. The book explains methods for data cleaning and preparation, building and evaluating machine learning models, and visualizing data to gain valuable insights.
Special attention is given to practical examples and exercises that help you apply the acquired knowledge in practice. You will gain the skills necessary for processing large volumes of data, building predictive models, and creating visually appealing reports.
Who is this guide for?
- Beginner Data Analysts: You will gain the fundamental knowledge and skills needed to work with data in Python.
- Experienced Analysts: The guide will help deepen your knowledge and master new methods and tools for data analysis.
- Instructors and Students: The book will be an excellent educational material for courses on data science and Python programming.
- IT Specialists: This edition is useful for expanding knowledge and improving qualifications in data analysis.
- Freelancers and Consultants: The manual provides tools and methodologies for effective data work and creating reports for clients.
More About the Author of the Book
The Developer's Opinion About the Book
This beginner-level guide explains Python’s data science capabilities in plain English. Covers pandas, NumPy, visualization, and basic machine learning. After reading, you’ll be able to load, clean, and analyze data using Python tools. A great entry point for non-programmers and aspiring analysts. Its step-by-step tutorials and clear diagrams are perfect for self-learners who want results fast, with minimal jargon or theoretical overload.
Jason Nguyen, Data Scientist
FAQ for "Python for Data Science For Dummies"
What will you learn from this book?
You will gain a comprehensive understanding of data work with Python, including methods for cleaning, analyzing, and visualizing data.Which libraries does the author cover?
The guide covers the use of libraries like Pandas, NumPy, Matplotlib, and other popular tools for data work.What are the initial knowledge requirements?
No prior knowledge is required to successfully master the material; the book is designed for absolute beginners.How does the book "Python for Data Science For Dummies", 3nd edition help in building machine learning models?
You will receive step-by-step instructions for creating and evaluating machine learning models, helping you effectively solve predictive tasks.What practical examples are included in this edition?
It contains numerous practical examples and exercises that help you reinforce theoretical knowledge and apply it in practice.Information
| Author: | John Paul Mueller and Luca Massaron | Language: | English |
| Publisher: | For Dummies; 3rd edition | ISBN-13: | 978-1394213146 |
| Publication Date: | November 7, 2023 | ISBN-10: | 139421314X |
| Print Length: | 464 pages | Category: | Data Science Books |
Get PDF version of "Python for Data Science For Dummies" by John Paul Mueller and Luca Massaron
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