BoekenBalie maakt van tweedehands jouw eerste keuze. Met een Trustscore van 4,8 (excellent) en 30 dagen retour garantie maken we dat iedere dag waar.

Bestel direct op onze website!

Titel: Advanced Python Programming
Auteur: Quan Nguyen
ISBN: 9781801814010
Conditie: Als nieuw

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.



Write fast, robust, and highly reusable applications using Python's internal optimization, state-of-the-art performance-benchmarking tools, and cutting-edge libraries Key Features

• Benchmark, profile, and accelerate Python programs using optimization tools
• Scale applications to multiple processors with concurrent programming
• Make applications robust and reusable using effective design patterns

Book Description Python's powerful capabilities for implementing robust and efficient programs make it one of the most sought-after programming languages. In this book, you'll explore the tools that allow you to improve performance and take your Python programs to the next level. This book starts by examining the built-in as well as external libraries that streamline tasks in the development cycle, such as benchmarking, profiling, and optimizing. You'll then get to grips with using specialized tools such as dedicated libraries and compilers to increase your performance at number-crunching tasks, including training machine learning models. The book covers concurrency, a major solution to making programs more efficient and scalable, and various concurrent programming techniques such as multithreading, multiprocessing, and asynchronous programming. You'll also understand the common problems that cause undesirable behavior in concurrent programs. Finally, you'll work with a wide range of design patterns, including creational, structural, and behavioral patterns that enable you to tackle complex design and architecture challenges, making your programs more robust and maintainable. By the end of the book, you'll be exposed to a wide range of advanced functionalities in Python and be equipped with the practical knowledge needed to apply them to your use cases. What you will learn

• Write efficient numerical code with NumPy, pandas, and Xarray
• Use Cython and Numba to achieve native performance
• Find bottlenecks in your Python code using profilers
• Optimize your machine learning models with JAX
• Implement multithreaded, multiprocessing, and asynchronous programs
• Solve common problems in concurrent programming, such as deadlocks
• Tackle architecture challenges with design patterns

Who this book is 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.

Waarom je bij BoekenBalie moet zijn voor al je tweedehands boeken:

• Bestel je voor 15:00 uur? Dan vliegt het dezelfde dag nog jouw kant op!
• Meer dan 400.000 tweedehands boeken om uit te kiezen
• We checken alle boeken eigenhandig
• Vanaf 40 euro of bij 4 boeken is de verzending op onze rekening
• 30 dagen retourgarantie