Beginning Data Science with Python and Jupyter

Sprache: Englisch

Verlag: Packt Publishing Limited, 2023

1789532027 / 9781789532029

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Artikelbeschreibung des Verkäufers

Getting started with data science doesn't have to be an uphill battle. This step-by-step guide is ideal for beginners who know a little Python and are looking for a quick, fast-paced introduction. About This Book ? Get up and running with the Jupyter ecosystem and some example datasets ? Learn about key machine learning concepts like SVM, KNN classifiers and Random Forests ? Discover how you can use web scraping to gather and parse your own bespoke datasets Who This Book Is For This book is ideal for professionals with a variety of job descriptions across large range of industries, given the rising popularity and accessibility of data science. You'll need some prior experience with Python, with any prior work with libraries like Pandas, Matplotlib and Pandas providing you a useful head start. What You Will Learn ? Identify potential areas of investigation and perform exploratory data analysis ? Plan a machine learning classification strategy and train classification models ? Use validation curves and dimensionality reduction to tune and enhance your models ? Scrape tabular data from web pages and transform it into Pandas DataFrames ? Create interactive, web-friendly visualizations to clearly communicate your findings In Detail Get to grips with the skills you need for entry-level data science in this hands-on Python and Jupyter course. You'll learn about some of the most commonly used libraries that are part of the Anaconda distribution, and then explore machine learning models with real datasets to give you the skills and exposure you need for the real world. We'll finish up by showing you how easy it can be to scrape and gather your own data from the open web, so that you can apply your new skills in an actionable context. Style and approach This book covers every aspect of the standard data-workflow process within a day, along with theory, practical hands-on coding, and relatable illustrations.…

Bestandsnummer des Verkäufers CIN1789532027VG

Titel
Beginning Data Science with Python and Jupyter
Autor
Alex Galea
Verlag
Packt Publishing Limited
Erscheinungsjahr
2023
Zustand
Very Good
Einband
Softcover
Sprache
Englisch
ISBN-10
1789532027
ISBN-13
9781789532029

World of Books Inc

Montgomery, IL, USA

Verkäufer/-in mit 4 Sternen

Verkäufer:in bei AbeBooks seit 23. März 2026

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