Python Data Science Essentials, 3rd Edition

A practitioner's guide covering essential data science principles, tools, and techniques



Bookstore > Books > Python Data Science Essentials, 3rd Edition

Price$44.99 - $56.66
Rating
AuthorsAlberto Boschetti, Luca Massaron
PublisherPackt Publishing
Published2018
Pages472
LanguageEnglish
FormatPaper book / ebook (PDF)
ISBN-10178953786X
ISBN-139781789537864
EBook Hardcover Paperback

Fully expanded and upgraded, the latest edition of Python Data Science Essentials will help you succeed in data science operations using the most common Python libraries. This book offers up-to-date insight into the core of Python, including the latest versions of the Jupyter Notebook, NumPy, pandas, and scikit-learn.

The book covers detailed examples and large hybrid datasets to help you grasp essential statistical techniques for data collection, data munging and analysis, visualization, and reporting activities. You will also gain an understanding of advanced data science topics such as machine learning algorithms, distributed computing, tuning predictive models, and natural language processing. Furthermore, You'll also be introduced to deep learning and gradient boosting solutions such as XGBoost, LightGBM, and CatBoost.

By the end of the book, you will have gained a complete overview of the principal machine learning algorithms, graph analysis techniques, and all the visualization and deployment instruments that make it easier to present your results to an audience of both data science experts and business users.


  1. (2 books)


4 5 42

Similar Books


Learn Python the Hard Way, 3rd Edition

Learn Python the Hard Way, 3rd Edition

by Zed A. Shaw

Zed Shaw has perfected the world's best system for learning Python. Follow it and you will succeed-just like the hundreds of thousands of beginners Zed has taught to date! You bring the discipline, commitment, and persistence; the author supplies everything else.In Learn Python the Hard Way, 3rd Edition, you'll learn Python by w...

Price:  $8.12  |  Publisher:  Addison-Wesley  |  Release:  2013

Python Data Science Handbook, 2nd Edition

Python Data Science Handbook, 2nd Edition

by Jake VanderPlas

Python is a first-class tool for many researchers, primarily because of its libraries for storing, manipulating, and gaining insight from data. Several resources exist for individual pieces of this data science stack, but only with the new edition of Python Data Science Handbook do you get them all - IPython, NumPy, pandas, Matplotlib, sc...

Price:  $56.99  |  Publisher:  O'Reilly Media  |  Release:  2022

Productive and Efficient Data Science with Python

Productive and Efficient Data Science with Python

by Tirthajyoti Sarkar

This book focuses on the Python-based tools and techniques to help you become highly productive at all aspects of typical data science stacks such as statistical analysis, visualization, model selection, and feature engineering.You'll review the inefficiencies and bottlenecks lurking in the daily business process and solve them with ...

Price:  $49.99  |  Publisher:  Apress  |  Release:  2022

Access Database Design & Programming, 3rd Edition

Access Database Design & Programming, 3rd Edition

by Steven Roman, PhD

When using GUI-based software, we often focus so much on the interface that we forget about the general concepts required to use the software effectively. Access Database Design & Programming takes you behind the details of the interface, focusing on the general knowledge necessary for Access power users or developers to create effect...

Price:  $2.99  |  Publisher:  O'Reilly Media  |  Release:  2002

Python Data Science Handbook

Python Data Science Handbook

by Jake VanderPlas

For many researchers, Python is a first-class tool mainly because of its libraries for storing, manipulating, and gaining insight from data. Several resources exist for individual pieces of this data science stack, but only with the Python Data Science Handbook do you get them all - IPython, NumPy, Pandas, Matplotlib, Scikit-Learn, and ot...

Price:  $54.31  |  Publisher:  O'Reilly Media  |  Release:  2016

Data Science Essentials in Python

Data Science Essentials in Python

by Dmitry Zinoviev

Data science is one of the fastest-growing disciplines in terms of academic research, student enrollment, and employment. Python, with its flexibility and scalability, is quickly overtaking the R language for data-scientific projects. Keep Python data-science concepts at your fingertips with this modular, quick reference to the tools used...

Price:  $17.90  |  Publisher:  The Pragmatic Programmers  |  Release:  2016

Practical Data Science with R, 2nd Edition

Practical Data Science with R, 2nd Edition

by Nina Zumel, John Mount

Practical Data Science with R, Second Edition takes a practice-oriented approach to explaining basic principles in the ever expanding field of data science. You'll jump right to real-world use cases as you apply the R programming language and statistical analysis techniques to carefully explained examples based in marketing, business...

Price:  $39.99  |  Publisher:  Manning  |  Release:  2019

Practical Data Science Cookbook

Practical Data Science Cookbook

by Tony Ojeda, Sean Patrick Murphy, Benjamin Bengfort, Abhijit Dasgupta

Starting with the basics, this book will cover how to set up your numerical programming environment, introduce you to the data science pipeline (an iterative process by which data science projects are completed), and guide you through several data projects in a step-by-step format. By sequentially working through the steps in each chapter...

Price:  $29.99  |  Publisher:  Packt Publishing  |  Release:  2014