Description: Further DetailsTitle: Python Data Science EssentialsCondition: NewFormat: PaperbackRelease Date: 09/28/2018Subtitle: A practitioner’s guide covering essential data science principles, tools, and techniques, 3rd EditionISBN-10: 178953786XEAN: 9781789537864ISBN: 9781789537864Publisher: Packt Publishing LimitedDescription: Gain useful insights from your data using popular data science toolsKey FeaturesA one-stop guide to Python libraries such as pandas and NumPyComprehensive coverage of data science operations such as data cleaning and data manipulationChoose scalable learning algorithms for your data science tasksBook Description 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 usersWhat you will learnSet up your data science toolbox on Windows, Mac, and LinuxUse the core machine learning methods offered by the scikit-learn libraryManipulate, fix, and explore data to solve data science problemsLearn advanced explorative and manipulative techniques to solve data operationsOptimize your machine learning models for optimized performanceExplore and cluster graphs, taking advantage of interconnections and links in your dataWho this book is for If you’re a data science entrant, data analyst, or data engineer, this book will help you get ready to tackle real-world data science problems without wasting any time. Basic knowledge of probability/statistics and Python coding experience will assist you in understanding the concepts covered in this book.Language: EnglishCountry/Region of Manufacture: GBItem Height: 93mmItem Length: 75mmAuthor: Alberto Boschetti, Luca MassaronGenre: Computing & InternetRelease Year: 2018 Missing Information?Please contact us if any details are missing and where possible we will add the information to our listing.
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Release Date: 09/28/2018
Release Year: 2018
Book Title: Python Data Science Essentials
Title: Python Data Science Essentials
Subtitle: A practitioner’s guide covering essential data science principles
ISBN-10: 178953786X
EAN: 9781789537864
ISBN: 9781789537864
Country/Region of Manufacture: GB
Item Height: 93mm
Genre: Computing & Internet
Number of Pages: 472 Pages
Publication Name: Python Data Science Essentials : A Practitioner's Guide Covering Essential Data Science Principles, Tools, and Techniques, 3rd Edition
Language: English
Publisher: Packt Publishing, The Limited
Publication Year: 2018
Subject: Data Modeling & Design, Data Visualization, Data Processing, Databases / General, Programming Languages / Python
Type: Textbook
Subject Area: Computers
Item Length: 3.6 in
Author: Alberto Boschetti, Luca Massaron
Item Width: 3 in
Format: Trade Paperback
