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Where there is an eBook version of a title available, you can buy it from the book details for that title. Add either the standalone eBook or the eBook and print book bundle to your shopping cart. Your eBook will show in your cart as a product on its own. After completing checkout and payment in the normal way, you will receive your receipt on the screen containing a link to a personalised PDF download file. This link will remain active for 30 days. You can download backup copies of the file by logging in to your account at any time.

If you already have Adobe reader installed, then clicking on the link will download and open the PDF file directly. If you don't, then save the PDF file on your machine and download the Reader to view it.

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Packt eBook and Licensing When you buy an eBook from Packt Publishing, completing your purchase means you accept the terms of our licence agreement. Please read the full text of the agreement. In it we have tried to balance the need for the ebook to be usable for you the reader with our needs to protect the rights of us as Publishers and of our authors. In summary, the agreement says:

You may make copies of your eBook for your own use onto any machine
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Where can I access support around an eBook?

If you experience a problem with using or installing Adobe Reader, the contact Adobe directly.
To view the errata for the book, see www.packtpub.com/support and view the pages for the title you have.
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Our eBooks are currently available in a variety of formats such as PDF and ePubs. In the future, this may well change with trends and development in technology, but please note that our PDFs are not Adobe eBook Reader format, which has greater restrictions on security.

You will need to use Adobe Reader v9 or later in order to read Packt's PDF eBooks.

What are the benefits of eBooks?

You can get the information you need immediately
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You can download them an unlimited number of times
You can print them out
They are copy-paste enabled
They are searchable
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They are lower price than print
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What is an eBook?

Packt eBooks are a complete electronic version of the print edition, available in PDF and ePub formats. Every piece of content down to the page numbering is the same. Because we save the costs of printing and shipping the book to you, we are able to offer eBooks at a lower cost than print editions.

When you have purchased an eBook, simply login to your account and click on the link in Your Download Area. We recommend you saving the file to your hard drive before opening it.

For optimal viewing of our eBooks, we recommend you download and install the free Adobe Reader version 9.

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Alexander Climaco Clark Jan 06, 2021

This gives a good thorough review of several sides to data science. Each lesson has fantastic exercises that walks through problems that illustrates aspects to help the reader to follow and learn by participating. From python models and statistics to the tools that make them easier, this book gives a robust learn set that can be used by people of all levels; whether learning to go into data science or just refreshing your skills, this will give you a challenge to improve overall knowledge. If adding this to your cart, I recommend reading ‘Naked Statistics’ as well. The two do well on process and understanding of data science and give you ways to explain projects and results in your job.

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Tulie Jan 11, 2021

I love this book; it is well-writen. I started reading the chapters but had surgery. I plan on going back to finish reading the other chapters as soon as I get better. Buying this book will be a good investment..

Marleen Jan 21, 2021

If you are looking for various exercises and examples in regards to Python and Math, get this book. There are so many follow along chapters that - if you do indeed follow along - you will learn a lot. The later chapters might also be worth to look at for already experienced Python users but in general this book is suitable for beginners too. The chapters on algebra, statistics, matrices and probability form the base for advanced analytics and machine learning. However, I like this workshop because it is not the typical "Introduction to ML" book but rather an all-round math book that will help you master various programming and day to day work challenges.

M. Sarverwest Mar 07, 2022

Easy to follow and the examples are great.

Abdulmajeed Muhammad Kabir Dec 25, 2020

The title "The Statistics and Calculus with Python Workshop"is exactly as it says. This book starts from programmingfoundations; Python, and exposes the reader to programmingconstructs such as variables, control statements, loops, andfunctions. It then moves into statistics, probability theory,mathematics, and some basic CS topics that are relevantin the software world e.g. testing and version control. The content andtopics covered would be useful for any prospective datascientist and this book could be a nice companion for early undergrads.

The Statistics and Calculus with Python Workshop: A comprehensive introduction to mathematics in Python for artificial intelligence applications

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