Data analysis is the process of inspecting and exploring data generated by a particular population to find the information needed to make decisions and draw conclusions. With the use of data in decision making, most businesses today need data analysts. So, if you want to know about the best books to learn data analysis, this article is for you. In this article, I will introduce you to some of the best books to learn data analysis.
Best Books to Learn Data Analysis
Python for Data Analysis
Python for Data Analysis is a complete guide to data analysis using Python for someone who is a complete beginner to data analysis. This book covers all the techniques of analyzing data by using the Python programming language. Python is one of the most used programming languages by data science professionals, and this book covers almost all the Python libraries that you should know for data analysis as a beginner. Some of the concepts that you will learn from this book are:
- Basics and advanced features of Python libraries for data analysis like NumPy, Pandas and Matplotlib
- load, cleanse, transform, merge and reshape datasets
- create informative data visualizations
- time-series data analysis
- solve real-world data analysis problems
I will recommend this book if you are a complete beginner at data analysis and know the fundamentals of the Python programming language. You can find this book here.
Data Analytics Made Easy
Data Analytics Made Easy is a complete guide to data analysis for someone new to working as a data analyst. It focuses on how to generate necessary insights from data with just a click of a button by using popular data analysis tools. Some of the skills that you will learn from this book are:
- storytelling with data
- getting ahead in your career by thinking like a data analyst/scientist
- building models to improve the profitability of a business, creating customers segments, automating and improving data reporting and more
If you have just joined as a Data Analyst or if you are working as a Data Analytics Intern, this book is for you. It will probably help you build a career as a data analyst. You can find this book here.
So these were some of the best books to learn data analysis. If you are a complete beginner to data analysis, you should get started with “Python for Data Analysis“, and if you want to improve your data analysis skills to get ahead in your career, then you should get started with “Data Analytics Made Easy“. I hope you liked this article on the best books to learn data analysis. Feel free to ask your valuable questions in the comments section below.