Beginning Mathematica and Wolfram for Data Science:Applications in Data Analysis, Machine Learning, and Neural Networks

使用 Mathematica 与 Wolfram 进行数据科学入门:数据分析、机器学习与神经网络应用

计算机科学技术基础学科

售   价:
338.00
发货周期:预计8-10周发货
作      者
出  版 社
出版时间
2021年03月09日
装      帧
平装
ISBN
9781484265932
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页      码
416
语      种
英文
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图书简介
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.
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