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Advanced Python Programming: Build high performance, concurrent, and multi-threaded apps with Python using proven design patterns
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Learn how to leverage the power of both native and third-party Python libraries for building robust and responsive applications
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O que se Destaca
Detalhes do produto
- Build high performance, concurrent, and multi-threaded apps with Python
- Utilize design patterns to solve complex problems in distributed applications
- Learn how to set up and run distributed algorithms using Dask and PySpark
- Gain practical experience in Python design patterns with real-world examples
- Write code for parallel architectures using TensorFlow and Theano
- Clone objects, secure interfaces, and dynamically choose algorithms
| Publisher | Packt Publishing |
| Publication date | February 28, 2019 |
| Language | English |
| Print length | 672 pages |
| ISBN-10 | 1838551212 |
| ISBN-13 | 978-1838551216 |
| Item Weight | 2.72 pounds (1.23 kg) |
| Dimensions | 7.5 x 1.52 x 9.25 inches (19.1 x 3.9 x 23.5 cm) |
Quem Deverá Comprar?
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Experienced Developers
Designed for those with solid programming backgrounds seeking to deepen their understanding of advanced Python concepts.
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Data Scientists
Ideal for professionals aiming to leverage Python for Data Analysis, Machine Learning, and statistical modeling.
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Software Engineers
Beneficial for engineers wanting to build scalable applications utilizing advanced features of Python programming.
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Beginner Programmers
Not suitable for those new to programming, lacking foundational knowledge required to grasp advanced topics effectively.
DESCRIÇÃO DO PRODUTO
Advanced Python Programming: Build high performance, concurrent, and multi-threaded apps with Python using proven design patterns
Perguntas e respostas do cliente
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Pergunta:
What is the main focus of 'Advanced Python Programming'?
Resposta: The main focus of 'Advanced Python Programming' is to equip developers with the skills needed to build high-performance, concurrent, and multi-threaded applications using Python. The book delves into advanced programming concepts and proven design patterns that facilitate the development of scalable applications. By integrating design patterns, readers learn best practices in structuring their applications for enhanced performance and maintainability. This book is perfect for experienced developers looking to deepen their expertise in Python and create robust software solutions. -
Pergunta:
Who should read 'Advanced Python Programming'?
Resposta: 'Advanced Python Programming' is ideal for intermediate to advanced Python developers who want to push the boundaries of their coding skills. If you have a solid grasp of Python fundamentals and are looking to master multi-threading, concurrency, and performance optimization, this book is for you. Software engineers, data scientists, and aspiring tech leaders aiming to build efficient applications will also benefit greatly from the practical insights and methods presented within its pages. -
Pergunta:
What topics does 'Advanced Python Programming' cover?
Resposta: 'Advanced Python Programming' covers a range of topics crucial for modern software development. Key areas include concurrency programming techniques, multi-threading, synchronization, and design patterns tailored for Python. The book also explores performance optimization strategies for Python applications, including profiling and best practices for memory management. With real-world examples and practical applications, these topics equip readers to tackle complex coding challenges and enhance their software projects effectively. -
Pergunta:
Will 'Advanced Python Programming' help me improve Python performance?
Resposta: Yes, 'Advanced Python Programming' provides readers with valuable insights into optimizing Python performance. The book explores various techniques for enhancing application speed and efficiency, including the utilization of concurrent programming and threading. By employing the proven design patterns outlined in this resource, developers learn how to effectively manage resources and streamline their codes. This knowledge is particularly beneficial for applications needing to handle high workloads while maintaining responsiveness. -
Pergunta:
What is the benefit of using design patterns in Python programming?
Resposta: Using design patterns in Python programming provides a framework for solving common software development challenges. In 'Advanced Python Programming,' readers learn how these patterns can lead to more maintainable, scalable, and efficient code. Design patterns serve as templates, offering tried-and-true solutions that enhance collaboration among developers and streamline the coding process. By employing these techniques, teams can avoid pitfalls and accelerate development, making it easier to adapt to changing requirements. -
Pergunta:
Can 'Advanced Python Programming' help with multi-threaded applications?
Resposta: Absolutely! 'Advanced Python Programming' is specifically designed to tackle the complexities of multi-threaded application development. The book introduces various threading models and provides practical examples demonstrating how to implement them in Python. Readers will learn about synchronization and thread safety, which are crucial for building reliable concurrent applications. This knowledge is invaluable for developers aiming to enhance application performance and create responsive systems capable of handling multiple tasks simultaneously. -
Pergunta:
Is prior knowledge of Python required to understand this book?
Resposta: Yes, prior knowledge of Python is essential to fully understand 'Advanced Python Programming.' The book builds on foundational concepts, expecting readers to be familiar with Python syntax and basic programming principles. It is recommended that readers have a grasp of fundamental programming paradigms and object-oriented concepts to effectively engage with the advanced topics discussed. This ensures that you can follow along smoothly and apply complex programming strategies to your projects. -
Pergunta:
How does this book enhance skills for software development careers?
Resposta: 'Advanced Python Programming' enhances career prospects by providing advanced skills in Python programming that are highly valued in the tech industry. By mastering concurrency, multi-threading, and design patterns, readers position themselves as proficient developers capable of tackling complex software projects. These skills are particularly sought after in fields such as web development, data science, and system architecture. Gaining expertise through this book can lead to more job opportunities and increased responsibilities in your professional journey. -
Pergunta:
Are there practical examples included in 'Advanced Python Programming'?
Resposta: 'Advanced Python Programming' is rich with practical examples that illustrate the concepts discussed throughout the book. Each chapter typically includes hands-on projects and coding challenges that allow readers to apply what they've learned in real-world scenarios. This approach not only solidifies understanding but also fosters skills that can be directly applied in various professional environments. By working through these examples, you can gain confidence in developing multi-threaded applications and optimizing performance. -
Pergunta:
Where can I buy 'Advanced Python Programming' in São Tomé and Príncipe?
Resposta: You can buy 'Advanced Python Programming: Build High Performance, Concurrent, And Multi-threaded Apps With Python Using Proven Design Patterns' on Ubuy. Ubuy is a reliable e-commerce platform that offers a wide selection of books, including advanced programming titles. By shopping on Ubuy, you can access the latest resources and enjoy convenient buying options tailored to your location in São Tomé and Príncipe.
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Recursos e benefícios
- Create distributed applications with clever design patterns to solve complex problems
- Master skills to accurately implement concurrency in your code
- Gain practical experience of Python design patterns with real-world examples
- Explore abstract methods to maintain data consistency
- Build engaging models that quickly offer efficient solutions to your problems
- Specially designed for Python developers who want to build high-performance applications
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