Data Analysis with Python Introducing NumPy Pandas Matplotlib and Essential Elements of Python Programming 1st Edition by Rituraj Dixit ISBN 9355510659 978-9355510655

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Product details:

ISBN 10: 9355510659

ISBN 13: 978-9355510655 

Author: Rituraj Dixit 

An Absolute Beginner”s Guide to Learning Data Analysis Using Python, a Demanding Skill for TodayKey FeaturesHands-on learning experience of Python”s fundamentals.Covers various examples of how to code end-to-end data analysis with easy illustrations.An excellent starting point to begin your data analysis journey with Python programming.DescriptionIn an effort to provide content for beginners, the book Data Analysis with Python provides a concrete first step in learning data analysis. Written by a data professional with decades of experience, this book provides a solid foundation in data analysis and numerous data science processes. In doing so, readers become familiar with common Python libraries and straightforward scripting techniques.Python and many of its well-known data analysis libraries, such as Pandas, NumPy, and Matplotlib, are utilized throughout this book to carry out various operations typical of data analysis projects.Following an introduction to Python programming fundamentals, the book combines well-known numerical calculation and statistical libraries to demonstrate the fundamentals of programming, accompanied by many practical examples. This book provides a solid groundwork for data analysis by teaching Python programming as well as Python”s built-in data analysis capabilities.What you will learnLearn the fundamentals of core Python programming for data analysis.Master Python”s most demanding data analysis and visualization libraries, including Pandas, NumPy, and Matplotlib.Refresh your step-by-step data analysis process with live examples.Extend your expertise to include real-time data analysis and the creation of simple Python scripts.Work with external files such as Excel, CSV, and others to clean them up for further analysis.Who this book is forThis book is intended to help and teach college students and data professionals about Python”s data analysis capabilities while also allowing them to work with Python tools.Before diving into this book, working knowledge of Python is a definite plus.

Table of contents:

1. Introducing Python

2. Environment Setup for Development

3. Operators and Built-in Data Types

4. Conditional Expressions in Python

5. Loops in Python

6. Functions and Modules in Python

7. Working with Files I/O in Python

8. Introducing Data Analysis

9. Introducing Pandas

10. Introduction to NumPy

11. Introduction to Matplotlib

12. Connecting Dots: Step-by-step Data Analysis Hands-on Use Case

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Tags: Rituraj Dixit, Data, Analysis, Python, NumPy, Pandas, Matplotlib