Data Scientists are among the most sought-after professions in global business. Due to the growing demand, it is becoming a more lucrative profession where you can expect to earn a good sum with your skills. You will be using a set of principles, algorithms, and techniques in this profession to detect non-obvious and beneficial patterns in massive datasets to fulfill your company’s requirements. So, it’s time for you to skill up and step into this ever-growing domain.
To stay in this competitive profession of data analysis, you must be proficient in every niche. Let SkilloVilla help you with a list of the top 5 must-read data science books. Anyone interested in pursuing a career in this field, as well as professionals looking to advance their careers, can have a great idea from this below list as it covers everything from basics to advanced levels.
So, let’s get started on your next data science read.
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#5 Introduction to Machine Learning with Python: A Guide for Data scientists
(By Andreas MŸller and Sarah Guido)
As a data science professional, having good knowledge of machine learning is a must. If you still lack a clear idea of machine learning then read this book and level up. Authors Andreas MŸller and Sarah Guido guide you through learning the fundamentals of machine learning and how to use data processes through machine learning.
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#4 Data Science for Business: What You Need to Know about Data Mining and Data-Analytic Thinking
(By Foster Provost and Tom Fawcett)
You can refer to this book to gain your competitive knowledge on how data analysis works in your firm, how data may be converted to a business asset utilizing the data-mining process, and how to obtain good data in the most appropriate method. This book would definitely guide you to understand the techniques of data mining in today’s business and their practical consequences.
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#3 Data Science and Big Data Analytics: Discovering, Analysing, Visualising, and Presenting Data
(By EMC Education Services)
As the title suggests, get all the tools in one combination for data science in this book by EMC Education Services. To drive your big business action, this book is the perfect solution. It will uncover some significant data tools to use while analysing big data with a structural lifecycle approach. Also, it will provide you with a concise background of big data, advanced techniques, the difference between BI and big data, etc., with the help of relevant examples.
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#2 The Art of Data Science — A Guide for Anyone Who Works With Data
(By Roger Peng and Elizabeth Matsui)
If you are looking for a less complicated version of a data analysis book, then here you go! Two highly experienced data analysts, Roger Peng and Elizabeth Matsui will guide you through a simplistic path to understand the idea of data science and how it works with practical instances from their careers. This book includes concepts of epicycles of analysis, exploratory data analysis, inference vs. prediction: implications for modelling strategy, etc., with a better perspective. Therefore, it comes under the category of must-read books if you are pursuing your career in data science.
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#1 Practical Statistics for Data Scientists
(By Andrew Bruce, Peter C. Bruce, and Peter Gedeck)
Stats are an integral part of data science yet there are few books and courses that accurately cover the stats from the point of view of data science. If you are stepping into the data science field and want to brush up on your skills in statistics then you should surely go for this book. This will guide you through exploratory data analysis, random sampling, experimental design concepts, use of regression, and many more topics with a clear presentation.
Conclusion There are a plethora of things available online, but how many of them are genuine? The Internet has become the standard method of learning, yet when it comes to authenticity, we still prefer books, isn’t it true? Therefore, we picked out these top 5 books for you as they are written by internationally renowned data analysts and experts. Through detailed analysis, you will undoubtedly gain a deeper understanding of single-topic information from these books. Also, they are easily available on any online platform. You can buy them or download them and keep them handy for your use. Consider SkilloVilla and become the brightest mind in your company by thriving in the field of data science.
