ARTIFICIAL INTELLIGENCE WITH PYTHON

by TEOH, TEIK TOE. ZHENG, RONG

Type Book

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Title Statements

Full title :ARTIFICIAL INTELLIGENCE WITH PYTHON

Edition Statements

Publication Date:2022.

Publication Statements

Publisher(s):Springer Verlag, Singapor
Place of Publication:S.l
Language:eng
Publication Date:2022.

The Physical Object

Description:1 online resource

Edition Identifiers

ISBN:9789811686153, 9811686157
oclc:on1304817149
LC Classification:Q336
Dewey Decimal:006.3

Intro -- Preface -- Acknowledgments -- Contents -- Part I Python -- 1 Python for Artificial Intelligence -- 1.1 Common Uses -- 1.1.1 Relative Popularity -- 1.1.2 Features -- 1.1.3 Syntax and Design -- 1.2 Scientific Programming -- 1.3 Why Python for Artificial Intelligence -- 2 Getting Started -- 2.1 Setting up Your Python Environment -- 2.2 Anaconda -- 2.2.1 Installing Anaconda -- 2.2.2 Further Installation Steps -- 2.2.3 Updating Anaconda -- 2.3 Installing Packages -- 2.4 Virtual Environment -- 2.5 Jupyter Notebooks -- 2.5.1 Starting the Jupyter Notebook -- 2.5.2 Notebook Basics -- Running Cells -- Modal Editing -- Inserting Unicode (e.g., Greek Letters) -- A Test Program -- 2.5.3 Working with the Notebook -- Tab Completion -- On-Line Help -- Other Content -- 2.5.4 Sharing Notebooks -- 3 An Introductory Example -- 3.1 Overview -- 3.2 The Task: Plotting a White Noise Process -- 3.3 Our First Program -- 3.3.1 Imports -- Why So Many Imports? -- Packages -- Subpackages -- 3.3.2 Importing Names Directly -- 3.3.3 Random Draws -- 3.4 Alternative Implementations -- 3.4.1 A Version with a for Loop -- 3.4.2 Lists -- 3.4.3 The for Loop -- 3.4.4 A Comment on Indentation -- 3.4.5 While Loops…