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Beyond The Basic Stuff With Python

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Beyond The Basic Stuff With Python

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Author : Al Sweigart
language : en
Publisher: No Starch Press
Release Date : 2020-12-22

Beyond The Basic Stuff With Python written by Al Sweigart and has been published by No Starch Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-12-22 with Computers categories.

BRIDGE THE GAP BETWEEN NOVICE AND PROFESSIONAL You've completed a basic Python programming tutorial or finished Al Sweigart's bestseller, Automate the Boring Stuff with Python. What's the next step toward becoming a capable, confident software developer? Welcome to Beyond the Basic Stuff with Python. More than a mere collection of advanced syntax and masterful tips for writing clean code, you'll learn how to advance your Python programming skills by using the command line and other professional tools like code formatters, type checkers, linters, and version control. Sweigart takes you through best practices for setting up your development environment, naming variables, and improving readability, then tackles documentation, organization and performance measurement, as well as object-oriented design and the Big-O algorithm analysis commonly used in coding interviews. The skills you learn will boost your ability to program--not just in Python but in any language. You'll learn: Coding style, and how to use Python's Black auto-formatting tool for cleaner code Common sources of bugs, and how to detect them with static analyzers How to structure the files in your code projects with the Cookiecutter template tool Functional programming techniques like lambda and higher-order functions How to profile the speed of your code with Python's built-in timeit and cProfile modules The computer science behind Big-O algorithm analysis How to make your comments and docstrings informative, and how often to write them How to create classes in object-oriented programming, and why they're used to organize code Toward the end of the book you'll read a detailed source-code breakdown of two classic command-line games, the Tower of Hanoi (a logic puzzle) and Four-in-a-Row (a two-player tile-dropping game), and a breakdown of how their code follows the book's best practices. You'll test your skills by implementing the program yourself. Of course, no single book can make you a professional software developer. But Beyond the Basic Stuff with Python will get you further down that path and make you a better programmer, as you learn to write readable code that's easy to debug and perfectly Pythonic Requirements: Covers Python 3.6 and higher

Beyond The Basic Stuff With Python

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Author : Al Sweigart
language : en
Publisher: No Starch Press
Release Date : 2020-12-16

Beyond The Basic Stuff With Python

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Author : Al Sweigart
language : en
Publisher:
Release Date : 2020

Beyond The Basic Stuff With Python written by Al Sweigart and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020 with categories.

You've completed a basic Python programming tutorial or finished Al Sweigart's best selling Automate the Boring Stuff with Python . What's the next step toward becoming a capable, confident software developer? Welcome to Beyond the Basic Stuff with Python . More than a mere collection of advanced syntax and masterful tips for writing clean code, you'll learn how to advance your Python programming skills by using the command line and other professional tools like code formatters, type checkers, linters, and version control. Sweigart takes you through best practices for setting up your development environment, naming variables, and improving readability, then tackles documentation, organization and performance measurement, as well as object-oriented design and the Big-O algorithm analysis commonly used in coding interviews. The skills you learn will boost your ability to program--not just in Python but in any language. You'll learn: •Coding style, and how to use Python's Black auto-formatting tool for cleaner code •Common sources of bugs, and how to detect them with static analyzers •How to structure the files in your code projects with the Cookiecutter template tool •Functional programming techniques like lambda and higher-order functions •How to profile the speed of your code with Python's built-in timeit and cProfile modules •The computer science behind Big-O algorithm analysis •How to make your comments and docstrings informative, and how often to write them •How to create classes in object-oriented programming, and why they're used to organize code Toward the end of the book you'll read a detailed source-code breakdown of two classic command-line games, the Tower of Hanoi (a logic puzzle) and Four-in-a-Row (a two-player tile-dropping game), and a breakdown of how their code follows the book's best practices. You'll test your skills by implementing the program yourself. Of course, no single book can make you a professional software developer. But Beyond the Basic Stuff with Python will get you further down that path and make you a better programmer in the process as you learn to write readable code that's easy to debug and perfectly Pythonic.

Automate The Boring Stuff With Python 3rd Edition

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Author : Al Sweigart
language : en
Publisher: No Starch Press
Release Date : 2024-05-21

Automate The Boring Stuff With Python 3rd Edition written by Al Sweigart and has been published by No Starch Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-21 with Computers categories.

The bestselling introduction to practical Python programming for total beginners is now in its 3rd edition, revised to include the latest Python features, even better explanations, and new chapters about databases and sound files. If you’ve ever spent hours renaming files or updating hundreds of spreadsheet cells, you know how tedious tasks like these can be. But what if you could have your computer do them for you? In this fully revised edition of the best-selling classic Automate the Boring Stuff with Python, you’ll learn how to use Python to write programs that do in minutes what would take you hours to do by hand—no prior programming experience required. You'll learn the basics of coding in Python and explore the language’s’s rich library of modules for performing specific tasks, like scraping data from websites, searching for text across multiple files, and merging, watermarking, or encrypting PDFs. The third edition includes: Expanded coverage of developer techniques, like creating command line programs Updated examples and new projects Additional chapters about working with SQLite databases, speech-recognition technology, video and audio editing, and text-to-speech capabilities Simplified explanations (based on reader feedback) of beginner programming concepts, like loops and conditionals Even if you've never written a line of code, Automate the Boring Stuff with Python, 3rd Edition will teach you how to make your computer take on tedious tasks and do all your grunt work—the way it should be!

The Big Book Of Small Python Projects

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Author : Al Sweigart
language : en
Publisher: No Starch Press
Release Date : 2021-06-29

The Big Book Of Small Python Projects written by Al Sweigart and has been published by No Starch Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-06-29 with Computers categories.

Best-selling author Al Sweigart shows you how to easily build over 80 fun programs with minimal code and maximum creativity. If you’ve mastered basic Python syntax and you’re ready to start writing programs, you’ll find The Big Book of Small Python Projects both enlightening and fun. This collection of 81 Python projects will have you making digital art, games, animations, counting pro- grams, and more right away. Once you see how the code works, you’ll practice re-creating the programs and experiment by adding your own custom touches. These simple, text-based programs are 256 lines of code or less. And whether it’s a vintage screensaver, a snail-racing game, a clickbait headline generator, or animated strands of DNA, each project is designed to be self-contained so you can easily share it online. You’ll create: • Hangman, Blackjack, and other games to play against your friends or the computer • Simulations of a forest fire, a million dice rolls, and a Japanese abacus • Animations like a virtual fish tank, a rotating cube, and a bouncing DVD logo screensaver • A first-person 3D maze game • Encryption programs that use ciphers like ROT13 and Vigenère to conceal text If you’re tired of standard step-by-step tutorials, you’ll love the learn-by-doing approach of The Big Book of Small Python Projects. It’s proof that good things come in small programs!

Python Playground 2nd Edition

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Author : Mahesh Venkitachalam
language : en
Publisher: No Starch Press
Release Date : 2023-11-28

Python Playground 2nd Edition written by Mahesh Venkitachalam and has been published by No Starch Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-11-28 with Computers categories.

Put the fun back in Python programming and build your skills as you create 3D simulations and graphics, speech-recognition machine-learning systems, IoT devices, and more. The fully updated 2nd edition is here, now with 5 brand-new projects! Harness the power of Python as you turn code into tangible creations with Python Playground, a collection of 15 inventive projects that will expand your programming horizons, spark your curiosity, and elevate your coding skills. Go beyond the basics as you write programs to generate art and music, simulate real-world phenomena, and interact with hardware, all through the use of Python and common libraries such as numpy, matplotlib, and Pillow. As you work through the book’s projects, you will: Craft intricate Spirograph-like designs with parametric equations and the turtle module Generate music by synthesizing plucked string sounds Transform everyday images into ASCII art, photomosaics, and eye-popping autostereograms Design engaging cellular automata and flocking simulations Explore the realm of 3D graphics, from basic shape rendering to visualizing MRI scan data Build a Raspberry Pi–powered laser show that dances along with music New to this edition: We’ve expanded your playground with five new projects: you’ll draw fractals, bring Conway’s Game of Life into 3D space, and use a Raspberry Pi and Python to create a musical instrument, an IoT garden monitor, and even a machine learning–driven speech recognition system. Whether you’re a seasoned professional or just getting started, you’ll find Python Playground to be a great way to learn, experiment with, and master this versatile programming language. Covers Python 3.x

Python Crash Course 3rd Edition

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Author : Eric Matthes
language : en
Publisher: No Starch Press
Release Date : 2023-01-10

Python Crash Course 3rd Edition written by Eric Matthes and has been published by No Starch Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-01-10 with Computers categories.

Python Crash Course is the world’s bestselling programming book, with over 1,500,000 copies sold to date! Python Crash Course is the world’s best-selling guide to the Python programming language. This fast-paced, thorough introduction will have you writing programs, solving problems, and developing functioning applications in no time. You’ll start by learning basic programming concepts, such as variables, lists, classes, and loops, and practice writing clean code with exercises for each topic. You’ll also learn how to make your programs interactive and test your code safely before adding it to a project. You’ll put your new knowledge into practice by creating a Space Invaders–inspired arcade game, building a set of data visualizations with Python’s handy libraries, and deploying a simple application online. As you work through the book, you’ll learn how to: Use powerful Python libraries and tools, including pytest, Pygame, Matplotlib, Plotly, and Django Make increasingly complex 2D games that respond to keypresses and mouse clicks Generate interactive data visualizations using a variety of datasets Build apps that allow users to create accounts and manage their own data, and deploy your apps online Troubleshoot coding errors and solve common programming problems New to this edition: This third edition is completely revised to reflect the latest in Python code. New and updated coverage includes VS Code for text editing, the pathlib module for file handling, pytest for testing your code, as well as the latest features of Matplotlib, Plotly, and Django. If you’ve been thinking about digging into programming, Python Crash Course will provide you with the skills to write real programs fast. Why wait any longer? Start your engines and code! Uses Python 3

Object Oriented Python

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Author : Irv Kalb
language : en
Publisher: No Starch Press
Release Date : 2022-01-25

Object Oriented Python written by Irv Kalb and has been published by No Starch Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-01-25 with Computers categories.

Power up your Python with object-oriented programming and learn how to write powerful, efficient, and re-usable code. Object-Oriented Python is an intuitive and thorough guide to mastering object-oriented programming from the ground up. You’ll cover the basics of building classes and creating objects, and put theory into practice using the pygame package with clear examples that help visualize the object-oriented style. You’ll explore the key concepts of object-oriented programming — encapsulation, polymorphism, and inheritance — and learn not just how to code with objects, but the absolute best practices for doing so. Finally, you’ll bring it all together by building a complex video game, complete with full animations and sounds. The book covers two fully functional Python code packages that will speed up development of graphical user interface (GUI) programs in Python.

The Recursive Book Of Recursion

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Author : Al Sweigart
language : en
Publisher: No Starch Press
Release Date : 2022-08-16

The Recursive Book Of Recursion written by Al Sweigart and has been published by No Starch Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-08-16 with Computers categories.

An accessible yet rigorous crash course on recursive programming using Python and JavaScript examples. Recursion has an intimidating reputation: it’s considered to be an advanced computer science topic frequently brought up in coding interviews. But there’s nothing magical about recursion. The Recursive Book of Recursion uses Python and JavaScript examples to teach the basics of recursion, exposing the ways that it’s often poorly taught and clarifying the fundamental principles of all recursive algorithms. You’ll learn when to use recursive functions (and, most importantly, when not to use them), how to implement the classic recursive algorithms often brought up in job interviews, and how recursive techniques can help solve countless problems involving tree traversal, combinatorics, and other tricky topics. This project-based guide contains complete, runnable programs to help you learn: How recursive functions make use of the call stack, a critical data structure almost never discussed in lessons on recursion How the head-tail and “leap of faith” techniques can simplify writing recursive functions How to use recursion to write custom search scripts for your filesystem, draw fractal art, create mazes, and more How optimization and memoization make recursive algorithms more efficient Al Sweigart has built a career explaining programming concepts in a fun, approachable manner. If you’ve shied away from learning recursion but want to add this technique to your programming toolkit, or if you’re racing to prepare for your next job interview, this book is for you.

The Book Of Dash

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Author : Adam Schroeder
language : en
Publisher: No Starch Press
Release Date : 2022-10-25

The Book Of Dash written by Adam Schroeder and has been published by No Starch Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-10-25 with Computers categories.

Create stunning interactive dashboard applications in Python with the Dash visualization and data analysis tool. Build interfaces that make sense of your data, and make it pretty. A swift and practical introduction to building interactive data visualization apps in Python, known as dashboards. You’ve seen dashboards before; think election result visualizations you can update in real time, or population maps you can filter by demographic. With the Python Dash library you’ll create analytic dashboards that present data in effective, usable, elegant ways in just a few lines of code. The book is fast-paced and caters to those entirely new to dashboards. It will talk you through the necessary software, then get straight into building the dashboards themselves. You’ll learn the basic format of a Dash app in a Twitter analysis dashboard that tracks numbers of likes over time. You’ll then build up skills through three more sophisticated projects. The first compares world data in three areas: volume of internet usage, percentage of parliament seats held by women, and CO2 emissions; the second is a financial portfolio dashboard that models your investments; and the third is visualizesmachine learning algorithms. The final chapter sets you up with some useful final skills, like debugging your code and applying color themes. In this book you will: Create and run your first Dash apps Use the pandas library to manipulate and analyze social media and API data Create a variety of stunning and effective charts using Plotly Learn to use bar charts, chloropleth maps, contour plots, and more Examine and build on existing apps written by the pros Dash combines several technologies to get you building dashboards quickly and efficiently. This book will do the same.

Beyond The Basic Stuff With Python

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