Advanced Python Programming
Python comes with a plethora of tools that enable you to create high-performance and robust programs. This book will help you explore these tools to take your programs to the next level by introducing a myriad of advanced functionalities and providing practical knowledge of how to apply them to your own use cases.
Offered by
Difficulty Level
Intermediate
Completion Time
20h12m
Language
English
About Book
Who Is This Book For?
This book is for intermediate to experienced Python programmers who are looking to scale up their applications in a systematic and robust manner. Programmers from a range of backgrounds will find this book useful, including software engineers, scientific programmers, and software architects.
Advanced Python Programming
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 20h12m total length
Benchmarking and Profiling
Pure Python Optimizations
Fast Array Operations with NumPy and Pandas
C Performance with Cython
Exploring Compilers
Automatic Differentiation and Accelerated Linear Algebra for Machine Learning
Implementing Concurrency
Parallel Processing
Concurrent Web Requests
Concurrent Image Processing
Building Communication Channels with asyncio
Deadlocks
Starvation
Race Conditions
The Global Interpreter Lock
The Factory Pattern
The Builder Pattern
Other Creational Patterns
The Adapter Pattern
The Decorator Pattern
The Bridge Pattern
The Façade Pattern
Other Structural Patterns
The Chain of Responsibility Pattern
The Command Pattern
The Observer Pattern
Related Resources
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