• Skip to primary navigation
  • Skip to main content
  • Skip to footer
WallStreetMojo

Wallstreet Mojo

Wallstreet Mojo

MENUMENU
  • Resources
        • Investment Banking Guides

          • Investment Banking
          • What is LBO?
          • What is Pitch Book?
        • Investment-Banking-Guides
        • Investment Banking Careers

          • IB Interview Q&A
          • Get into Investment Banking
          • IB Job Description
        • Investment-Banking-Careers
        • Mergers and Acquisitions

          • What is M&A?
          • Hostile Takeover
          • Golden Parachute
        • Mergers-and-Acquisitions
        • Financial Modeling

          • What is Financial Modeling
          • Financial Modeling Excel
          • Financial Model Types
        • Financial-Modeling
        • Valuation

          • Discounted Cash Flow
          • Dividend Discount Model
          • Terminal Value
        • Valuation
        • Others

          • Resources (A to Z)
          • Accounting
          • Financial Statement Analysis
          • Equity Research
          • Private Equity
          • Excel
  • Free Courses
  • All Courses
        • Certification Courses

          Certificate
        • All in One Financial Analyst Bundle

          Financial-Analyst-Bundle
        • Investment Banking Course

          Investment-Banking-Training
        • Financial Modeling Course

          Financial-Modeling-Course
        • Others

          • Equity Research Course
          • M&A Course
          • Valuation Course


          • Private Equity Course
          • Venture Capital Course
          • View All
  • 250+ Courses All in One Bundle
  • Login

Top 10 Best Data Science Books

Home » Top Books » Business Books » Top 10 Best Data Science Books

By Tejswini Bhosale Leave a Comment


Top-10-Data-Science-Books

Data Science Books

In today’s world, there is a lot of importance to Data Science. This is a field which involves scientific methods, processes, algorithms, and systems to extract knowledge and insights from raw data in various forms, both structured and unstructured data. This gives us meaningful data as output from the raw data and the unstructured data. Data science has a huge demand and provides a large number of career opportunities for demand. The following books provide a simple and easy understanding of the new concepts and applications.

#1 – Python Data Science Handbook

Essential Tools for Working with Data

Author: Jake VanderPlas

Python Data Science Handbook: Essential Tools for Working with Data

Book Review:

The book is ideally suited to those that already know the basics of the Python language or already know how to program in another language like R or Julia and want to learn how to use Python for data science. This book explains all the needs of the entire Data Science process from getting data, exploring data and communicating and visualizing the results.

Key Takeaways For This Best Data Science book:

  • Data Manipulation.
  • Python data techniques.
  • Machine Learning.
<< Get this book >>

#2 – Data Science (MIT Press Essential Knowledge series)

Author: John D. Kelleher and Brendan Tierney 

Data Science (MIT Press Essential Knowledge series)

Book Review:

The main aim of this book is to improve decision making through analysis of data. This introduces the basics of machine learning, and discusses how to link machine learning expertise with real-world problems.

Key Takeaways For This Top Data Science Book:

  • Ethical and legal issues and developments in data regulation.
  • Success Principles.
  • Future impact of data science.
<< Get this book >>

#3 – R for Data Science

Import, Tidy, Transform, Visualize, and Model Data

Author: Hadley Wickham and Garrett Grolemund 

R for Data Science: Import, Tidy, Transform, Visualize, and Model Data

Book Review:

This book will give a clear understanding of discovering natural laws in the structure of data. This will tell you how to use the R Programming language for data analysis. This also tells how to clean the data draw plots and how to use the grammar of graphics, literate programming, and reproducible research to save time and also many other things.

Key Takeaways For This Best Data Science Book:

  • Data Wrangling.
  • Data Visualization.
  • Exploratory Data Analysis
<< Get this book >>

#4 – Storytelling with Data

A Data Visualization Guide for Business Professionals

Author: Cole Nussbaumer Knaflic

Storytelling with Data: A Data Visualization Guide for Business Professionals

Book Review:

This book mainly explains the fundamentals of data visualization and how to communicate effectively with data. By this book, you will be able to find out which is the crucial point for your data. This tells how to go beyond the conventional tools to reach the root of your data and how to create an informative and compelling story.

Popular Course in this category
Cyber Monday Sale
All in One Financial Analyst Bundle (250+ Courses, 40+ Projects) 250+ Courses | 40+ Projects | 1000+ Hours | Full Lifetime Access | Certificate of Completion
4.9 (1,067 ratings)
Course Price

View Course

Related Courses
Financial Modeling CourseM&A CourseLBO Modeling Course

Key Takeaways For This Top Data Science Book:

  • Understanding the situation and audience.
  • Identifying the important point of the data.
  • Concepts of design in data visualization.
  • Power of storytelling to help your message resonate with your audience.
<< Get this book >>

#5 – Data Science from Scratch

First Principles with Python

Author: Joel Grus

Data Science from Scratch: First Principles with Python

Book Review:

The author has clearly explained the important data science tools and the algorithms and how they can be implemented from scratch. This book contains the actual algorithms for those machine learning models along with the theory and mathematics in it.

Key Takeaways For This Best Data Science Book:

  • Collect, Explore, Clean and manipulation of data.
  • Neural networks.
  • Easy understanding of algorithms.
  • Fundamentals of machine learning.
<< Get this book >>

#6 – Data Science for Business

What You Need to Know about Data Mining and Data-Analytic Thinking

Author: Foster Provost and Tom Fawcett 

Data Science for Business: What You Need to Know about Data Mining and Data-Analytic Thinking

Book Review:

This book explains the fundamental principles of data science, and also the data-analytic thinking which is required for obtaining important knowledge and business information from the data. This also helps in the understanding of the techniques which are applied nowadays. This book also provides examples for the real world business problems to explain the principles.

Key Takeaways For This Top Data Science Book:

  • Data mining.
  • Data science Principles.
  • Understanding of the Data science how it suits the organization.
<< Get this book >>

#7 – Data Smart

Using Data Science to Transform Information into Insight

Author: John W Foreman

Data Smart: Using Data Science to Transform Information into Insight

Book Review:

The author clearly explains how to convert the raw data into the actionable insight. The author also explained how to do it with the Spreadsheet. This will also help you in learning the analytical techniques, the mathematics and the magic behind the big data. Each chapter in the book will cover a different technique in a spreadsheet like mathematical optimization, data mining in graphs, moving from spreadsheets to R programming language and many other things.

Key Takeaways For This Best Data Science Book:

  • Mathematics in data science.
  • Artificial Intelligence.
<< Get this book >>

#8 – Practical Statistics for Data Scientists

50 Essential Concepts

Author: Peter Bruce

Practical Statistics for Data Scientists: 50 Essential Concepts

Book Review:

Statistics also plays an important role in Data Science. In this book, the author has clearly explained how to apply various statistical methods to data science in the present, and also how to avoid them which are in wrong use and gives you output on what’s important and what’s not. If you’re good with the R programming language and have some knowledge to statistics, this quick reference builds the gap to a larger extent in the readable format.

Key Takeaways For This Best Data Science book:

  • Key classification techniques.
  • Statics concepts.
  • Unsupervised learning methods for extracting meaning from unlabeled data.
<< Get this book >>

#9 – Numsense! Data Science for the Layman

No Math Added

Author: Annalyn Ng and Kenneth Soo 

Numsense! Data Science for the Layman: No Math Added

Book Review:

This book gives a clear understanding of the data science and the algorithms which are used. Every algorithm is clearly explained in this book. There are many concepts which all are covered in this book like Neural Networks, Social Network Analysis, Decision Trees and Random Forests, Clustering and also many more.

Key Takeaways For This Top Data Science Book:

  • Real world applications to illustrate each algorithm.
  • Practical understanding.
  • Key concepts.
<< Get this book >>

#10 – Practical Data Science with R

Author: Nina Zumel and John Mount 

Practical Data Science with R

Book Review:

This book clearly explains the practical examples and fundamental principles of the data science with the programming language R. This will help in applying the R programming language and statistical analysis techniques to carefully-explained examples based in marketing, business intelligence, and decision support, while learning how to create instrumentation, design experiments such as A/B tests, and accurately present data to audiences of all levels.

Key Takeaways For This Best Data Science Book:

  • Decision Support.
  • Practical Examples.
  • Modeling methods.
<< Get this book >>

Recommended Articles

Here is the list of Data Science Books. These books provide a simple and easy understanding of new concepts and applications of data science. You may refer to the following books to learn more –

  • Best Entrepreneurship Books of All Time
  • Best Business Book of All Time
  • Best Business Mathematics Books
  • Best Bitcoin Books of All Time

 

AMAZON ASSOCIATE DISCLOSURE

WallStreetMojo is a participant in the Amazon Services LLC Associates Program, an affiliate advertising program designed to provide a means for sites to earn advertising fees by advertising and linking to amazon.com

8 Shares
Share
Tweet
Share

Filed Under: Business Books, Top Books

Reader Interactions
Leave a Reply Cancel reply

Your email address will not be published. Required fields are marked *

Footer
COMPANY
About
Reviews
Blog
Contact
Privacy
Terms of Service
FREE COURSES
Free Finance Online Course
Free Accounting Online Course
Free Online Excel Course
Free VBA Course
Free Investment Banking Course
Free Financial Modeling Course
Free Ratio Analysis Course

CERTIFICATION COURSES
All Courses
Financial Analyst All in One Course
Investment Banking Course
Financial Modeling Course
Private Equity Course
Business Valuation Course
Equity Research Course
CFA Level 1 Course
CFA Level 2 Course
Venture Capital Course
Microsoft Excel Course
VBA Macros Course
Accounting Course
Advanced Excel Course
Fixed Income Course
RESOURCES
Investment Banking
Financial Modeling
Equity Research
Private Equity
Excel
Books
Certifications
Accounting
Asset Management
Risk Management

Copyright © 2019. CFA Institute Does Not Endorse, Promote, Or Warrant The Accuracy Or Quality Of WallStreetMojo. CFA® And Chartered Financial Analyst® Are Registered Trademarks Owned By CFA Institute.
Return to top

Free Investment Banking Course

IB Excel Templates, Accounting, Valuation, Financial Modeling, Video Tutorials

By continuing above step, you agree to our Terms of Use and Privacy Policy.

Free Investment Banking Course

IB Excel Templates, Accounting, Valuation, Financial Modeling, Video Tutorials

By continuing above step, you agree to our Terms of Use and Privacy Policy.
WallStreetMojo

Free Investment Banking Course

IB Excel Templates, Accounting, Valuation, Financial Modeling, Video Tutorials

By continuing above step, you agree to our Terms of Use and Privacy Policy.

* Please provide your correct email id. Login details for this Free course will be emailed to you

WallStreetMojo

Free Investment Banking Course

IB Excel Templates, Accounting, Valuation, Financial Modeling, Video Tutorials

By continuing above step, you agree to our Terms of Use and Privacy Policy.

* Please provide your correct email id. Login details for this Free course will be emailed to you

WallStreetMojo

Free Investment Banking Course

IB Excel Templates, Accounting, Valuation, Financial Modeling, Video Tutorials

By continuing above step, you agree to our Terms of Use and Privacy Policy.

* Please provide your correct email id. Login details for this Free course will be emailed to you

CYBER WEEK OFFER - All in One Financial Analyst Bundle (250+ Courses, 40+ Projects) View More