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Python all-in-one


Beskrivelse


This book is a starting point for those new to coding, and it also makes a perfect reference for experienced coders looking for more than the basics. Apply your Python skills to data analysis, learn to write AI-assisted code using GitHub CoPilot, and discover many more exciting uses.

Indhold

Seneste udgave,

Introduction 1 -- Book 1: Getting Started 7 - Chapter 1: Starting with Python 9 - Chapter 2: Using Interactive Mode, Getting Help, and Writing Apps 21 - Chapter 3: Python Elements and Syntax 37 - Chapter 4: Building Your First Python Application 45 -- Book 2: Understanding Python Building Blocks 65 - Chapter 1: Working with Numbers, Text, and Dates 67 - Chapter 2: Controlling the Action 109 - Chapter 3: Speeding Along with Lists and Tuples 131 - Chapter 4: Cruising Massive Data with Dictionaries 155 - Chapter 5: Wrangling Bigger Chunks of Code 181 - Chapter 6: Doing Python with Class 203 - Chapter 7: Sidestepping Errors 239 -- Book 3: Working with Libraries 257 - Chapter 1: Working with External Files 259 - Chapter 2: Juggling JSON Data 297 - Chapter 3: Interacting with the Internet 317 - Chapter 4: Libraries, Packages, and Modules 335 -- Book 4: Using Artificial Intelligence 351 - Chapter 1: Demystifying Artificial Intelligence 353 - Chapter 2: Building a Neural Network 363 - Chapter 3: Doing Machine Learning 393 - Chapter 4: Playing Around with AI on Cards, Sticks, and in the Cloud 415 -- Book 5: Doing Data Science 427 - Chapter 1: Understanding the Five Areas of Data Science 429 - Chapter 2: Exploring Big Data 437 - Chapter 3: Using Big Data from Google Cloud 453 -- Book 6: Talking to Hardware 471 - Chapter 1: Introducing Physical Computing 473 - Chapter 2: No Soldering! Using Grove Connectors for Building 489 - Chapter 3: Sensing the World 503 - Chapter 4: Making Things Move 525 -- Book 7: Building Robots 553 - Chapter 1: Introducing Robotics 555 - Chapter 2: Building Your First Python Robot 563 - Chapter 3: Programming Your Robot Rover 583 - Chapter 4: Using Artificial Intelligence in Robotics 611 - Index 649


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