Learn Python Programming - Second Edition : The no-nonsense, beginner's guide to programming, data science, and web development with Python 3.7

Fabrizio Romano

ISBN 10: 1788996666 / ISBN 13: 9781788996662

Verlag: Packt Publishing, 2018

Beschreibung

nach der Bestellung gedruckt Neuware - Printed after ordering - Build a solid foundation in coding by utilizing the language and its core characteristicsKey FeaturesLeverage the features of Python programming through easy-to-follow examplesDevelop a strong set of programming skills that can be applied on all platformsCreate GUIs and data science-based applicationsBook DescriptionLearn Python Programming creates a foundation for those who are interested in developing their skills in Python programming. The book starts with the fundamentals of programming with Python and ends by exploring different topics such as GUIs and real-world apps.You will begin by exploring the foundations of and fundamental topics on Python and learn to manipulate them. Then, you'll explore different programming paradigms that will allow you to find the best approach to a situation, and you'll also understand how to carry out performance optimization as well as effective debugging.As you make your way through the chapters, you'll control the flow of a program, and persist and utilize an interchange format to exchange data. You'll also walk through cryptographic services in Python and understand secure tokens. Throughout, the book covers various types of applications, and it concludes with building real-world applications based on all the concepts that you learned.By the end of the book, you'll have a proper understanding of the Python language and a solid grasp on how to work with data. You'll know how to quickly build a website and harness the power of Python's renowned data science libraries.What you will learnGet Python up and running on Windows, Mac, and LinuxGrasp fundamental concepts of coding using data structures and control flowWrite elegant, reusable, and efficient code in any situationUnderstand when to use the functional or object-oriented programming (OOP) approachWalk through the basics of security and concurrent/asynchronous programmingCreate bulletproof, reliable software by writing testsExplore examples of GUIs, scripting, and data scienceWho This Book Is ForLearn Python Programming is for individuals with relatively little experience in coding or Python. It's also ideal for aspiring programmers who need to write scripts or programs to accomplish tasks. The book takes you all the way to creating a full-fledged application.Table of ContentsA Gentle Introduction to PythonBuilt-in Data TypesIterating and Making DecisionsFunctions, the Building Blocks of CodeSaving Time and MemoryOOP, Decorators, and IteratorsFiles and Data PersistenceTesting, Profiling, and Dealing with ExceptionsCryptography and tokensConcurrent ExecutionDebugging and troubleshootingGUIs and ScriptsData ScienceWeb Development. Bestandsnummer des Verkäufers 9781788996662

Bibliografische Details

Titel: Learn Python Programming - Second Edition : ...

Verlag: Packt Publishing

Erscheinungsdatum: 2018

Einband: Taschenbuch

Zustand: Neu

Auflage: 2. Auflage

Über diesen Titel

Reseña del editor:

Learn the fundamentals of Python (3.7) and how to apply it to data science, programming, and web development. Fully updated to include hands-on tutorials and projects.

Key Features

• Learn the fundamentals of Python programming with interactive projects
• Apply Python to data science with tools such as IPython and Jupyter
• Utilize Python for web development and build a real-world app using Django

Book Description

Learn Python Programming is a quick, thorough, and practical introduction to Python - an extremely flexible and powerful programming language that can be applied to many disciplines.

Unlike other books, it doesn't bore you with elaborate explanations of the basics but gets you up-and-running, using the language. You will begin by learning the fundamentals of Python so that you have a rock-solid foundation to build upon.

You will explore the foundations of Python programming and learn how Python can be manipulated to achieve results. Explore different programming paradigms and find the best approach to a situation; understand how to carry out performance optimization and effective debugging; control the flow of a program; and utilize an interchange format to exchange data. You'll also walk through cryptographic services in Python and understand secure tokens.

Learn Python Programming will give you a thorough understanding of the Python language. You'll learn how to write programs, build websites, and work with data by harnessing Python's renowned data science libraries. Filled with real-world examples and projects, the book covers various types of applications, and concludes by building real-world projects based on the concepts you have learned.

What you will learn

• Get Python up and running on Windows, Mac, and Linux
• Explore fundamental concepts of coding using data structures and control flow
• Write elegant, reusable, and efficient code in any situation
• Understand when to use the functional or OOP approach
• Cover the basics of security and concurrent/asynchronous programming
• Create bulletproof, reliable software by writing tests
• Build a simple website in Django
• Fetch, clean, and manipulate data

Who this book is for

Learn Python Programming is for individuals with relatively little experience in coding or Python. It's also ideal for aspiring programmers who need to write scripts or programs to accomplish tasks. The book shows you how to create a full-fledged application.

Table of Contents

1. A Gentle Introduction to Python
2. Built-in Data Types
3. Iterating and Making Decisions
4. Functions, the Building Blocks of Code
5. Saving Time and Memory
6. OOP, Decorators, and Iterators
7. Files and Data Persistence
8. Testing, Profiling, and Dealing with Exceptions
9. Cryptography and tokens
10. Concurrent Execution
11. Debugging and troubleshooting
12. GUIs and Scripts
13. Data Science
14. Web Development