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Python All-in-One For Dummies
®
Published by: John Wiley & Sons, Inc., 111 River Street, Hoboken, NJ 07030-5774, www.wiley.com
Copyright © 2019 by John Wiley & Sons, Inc., Hoboken, New Jersey
Published simultaneously in Canada
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Library of Congress Control Number: 2019937504
ISBN 978-1-119-55759-3 (pbk); ISBN 978-1-119-55767-8 (ebk); ISBN 978-1-119-55761-6 (ebk)
Manufactured in the United States of America
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Contents at a Glance
Introduction ........................................................1
Book 1: Getting Started with Python ........................... 5
CHAPTER 1: Starting with Python .............................................7
CHAPTER 2: Interactive Mode, Getting Help, Writing Apps ......................27
CHAPTER 3: PythonElementsandSyntax ....................................49
CHAPTER 4: Building Your First Python Application ............................61
Book 2: Understanding Python Building Blocks .............83
CHAPTER 1: WorkingwithNumbers,Text,andDates ..........................85
CHAPTER 2: Controlling the Action .........................................125
CHAPTER 3: Speeding Along with Lists and Tuples ............................147
CHAPTER 4: CruisingMassiveDatawithDictionaries .........................169
CHAPTER 5: WranglingBiggerChunksofCode ...............................193
CHAPTER 6: DoingPythonwithClass .......................................213
CHAPTER 7: Sidestepping Errors ...........................................247
Book 3: Working with Python Libraries ......................265
CHAPTER 1: WorkingwithExternalFiles .....................................267
CHAPTER 2: JugglingJSONData ............................................303
CHAPTER 3: InteractingwiththeInternet ....................................323
CHAPTER 4: Libraries,Packages,andModules ...............................339
Book 4: Using Articial Intelligence in Python .............353
CHAPTER 1: ExploringArticialIntelligence ..................................355
CHAPTER 2: Building a Neural Network in Python ............................365
CHAPTER 3: DoingMachineLearninginPython ..............................393
CHAPTER 4: ExploringMoreAIinPython ....................................415
Book 5: Doing Data Science with Python ....................427
CHAPTER 1: TheFiveAreasofDataScience. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 429
CHAPTER 2: ExploringBigDatawithPython .................................437
CHAPTER 3: UsingBigDatafromtheGoogleCloud ...........................451
Python All-in-One
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Book 6: Talking to Hardware with Python ..................469
CHAPTER 1: Introduction to Physical Computing .............................471
CHAPTER 2: NoSoldering!GroveConnectorsforBuildingThings ..............487
CHAPTER 3: SensingtheWorldwithPython:TheWorldofI2C .................505
CHAPTER 4: Making Things Move with Python ...............................537
Book 7: Building Robots with Python ........................565
CHAPTER 1: Introduction to Robotics .......................................567
CHAPTER 2: Building Your First Python Robot ................................575
CHAPTER 3: Programming Your Robot Rover in Python .......................595
CHAPTER 4: UsingArticialIntelligenceinRobotics ...........................623
Index ...............................................................647
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