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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Informatik & EDV Programmiersprachen Beginning Mathematica and Wolfram for Data Science
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Beginning Mathematica and Wolfram for Data Science
Jalil Villalobos Alva (Taschenbuch, Englisch)
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Beschreibung
Enhance your data science programming and analysis with the Wolfram programming language and Mathematica, an applied mathematical tools suite. The book will introduce you to the Wolfram programming language and its syntax, as well as the structure of Mathematica and its advantages and disadvantages.
You’ll see how to use the Wolfram language for data science from a theoretical and practical… perspective. Learning this language makes your data science code better because it is very intuitive and comes with pre-existing functions that can provide a welcoming experience for those who use other programming languages.
You’ll cover how to use Mathematica where data management and mathematical computations are needed. Along the way you’ll appreciate how Mathematica provides a complete integrated platform: it has a mixed syntax as a result of its symbolic and numerical calculations allowing it to carry out various processes without superfluous lines of code. You’ll learn to use its notebooks as a standard format, which also serves to create detailed reports of the processes carried out.
What You Will Learn
Use Mathematica to explore data and describe the concepts using Wolfram language commands
Create datasets, work with data frames, and create tables
Import, export, analyze, and visualize data
Work with the Wolfram data repository
Build reports on the analysis
Use Mathematica for machine learning, with different algorithms, including linear, multiple, and logistic regression; decision trees; and data clustering
Who This Book Is For
Data scientists new to using Wolfram and Mathematica as a language/tool to program in. Programmers should have some prior programming experience, but can be new to the Wolfram language. Dieses Produkt haben wir gerade leider nicht auf Lager.
Handgeprüfte Gebrauchtware
Bis zu 50 % günstiger als neu
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Technische Daten
Erscheinungsdatum
02.02.2021
Sprache
Englisch
EAN
9781484265932
Herausgeber
APRESS
Sonderedition
Nein
Autor
Jalil Villalobos Alva
Seitenanzahl
416
Auflage
1st edition
Einbandart
Taschenbuch
Buch Untertitel
Applications in Data Analysis, Machine Learning, and Neural Networks
Schlagwörter
programming, data science, Wolfram, Mathematica, language, big data, machine learning, cloud, analytics, coding, software, software, neural nets
Thema-Inhalt
UMX - Programmier- und Skriptsprachen, allgemein
UN - Datenbanken
UYQM - Maschinelles Lernen
Höhe
254 mm
Breite
17.8 cm
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