Machine Learning for Time-Series with Python: Forecast, predict and detect anomalies with state-of-the-art machine learning

Learn Python Programming: An in-depth introduction to the fundamentals of Python, 3rd Edition

English | 2021 | ISBN: ‎ 1801815097 | 553 pages | True (PDF EPUB) | 10.83 MB


Get up and running with Python through concise tutorials and practical projects in this fully updated edition


Key Features

Discover how to think like a Python programmer
Extensively revised with richer examples, Python 3.9 syntax, and new chapters on APIs and packaging and distributing Python code
Learn the fundamentals of Python through real-world projects in API development, GUI programming, and data science

Book Description

Learn Python Programming, Third Edition is both a theoretical and practical introduction to Python, an extremely flexible and powerful programming language that can be applied to many disciplines. This book will make learning Python easy and give you a thorough understanding of the language. You'll learn how to write programs, build modern APIs, and work with data by using renowned Python data science libraries.

This revised edition covers the latest updates on API management, packaging applications, and testing. There is also broader coverage of context managers and an updated data science chapter.

The book empowers you to take ownership of writing your software and become independent in fetching the resources you need. You will have a clear idea of where to go and how to build on what you have learned from the book.

Through examples, the book explores a wide range of applications and concludes by building real-world Python projects based on the concepts you have learned.
What you will learn

Get Python up and running on Windows, Mac, and Linux
Write elegant, reusable, and efficient code in any situation
Avoid common pitfalls like duplication, complicated design, and over-engineering
Understand when to use the functional or object-oriented approach to programming
Build a simple API with FastAPI and program GUI applications with Tkinter
Get an initial overview of more complex topics such as data persistence and cryptography
Fetch, clean, and manipulate data, making efficient use of Python’s built-in data structures


Learn Python Programming: An in-depth introduction to the fundamentals of Python, 3rd Edition


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