Artículos relacionados a High Performance Python: Practical Performant Programming...
Sinopsis
Your Python code may run correctly, but what if you need it to run faster? This practical book shows you how to locate performance bottlenecks and significantly speed up your code in high-data-volume programs. By explaining the fundamental theory behind design choices, this expanded edition of High Performance Python helps experienced Python programmers gain a deeper understanding of Python's implementation.
How do you take advantage of multicore architectures or clusters? Or build a system that scales up and down without losing reliability? Authors Micha Gorelick and Ian Ozsvald reveal concrete solutions to many issues and include war stories from companies that use high-performance Python for social media analytics, productionized machine learning, and more.
- Get a better grasp of NumPy, Cython, and profilers
- Learn how Python abstracts the underlying computer architecture
- Use profiling to find bottlenecks in CPU time and memory usage
- Write efficient programs by choosing appropriate data structures
- Speed up matrix and vector computations
- Process DataFrames quickly with pandas, Dask, and Polars
- Speed up your neural networks and GPU computations
- Use tools to compile Python down to machine code
- Manage multiple I/O and computational operations concurrently
- Convert multiprocessing code to run on local or remote clusters
- Deploy code faster using tools like Docker
"Sinopsis" puede pertenecer a otra edición de este libro.
Acerca del autor
Micha Gorelick has worked as a machine learning researcher and engineer for The Markup and OCCRP. She was the co-founder of an applied machine learning company, Fast Forward Labs and authored the book High Performance Python. She has worked as the lead researcher on a variety of cutting-edge research projects on topics ranging from neural networks for text summarization, probabilistic programming for understanding housing prices and various machine learning approaches for journalism. Ian Ozsvald is a chief data Scientist and coach. He co-organizes the annual PyDataLondon conference with 700+ attendees and the associated 15,000+ member monthly meetup. He runs the established Mor Consulting data science consultancy in London and gives conference talks internationally, often as keynote speaker. He has 26 years of experience as a senior data science leader, trainer, and team coach. Noting the absence of advice for senior leaders he established the RebelAI data science leadership community in 2023, having helped many clients at a strategic level since 2015. For fun, he's walked by his high-energy Springer Spaniel, surfs the Cornish coast, and drinks fine coffee.
"Sobre este título" puede pertenecer a otra edición de este libro.
EUR 47,70
EUR 16,94 gastos de envío desde Estados Unidos de America a España
Destinos, gastos y plazos de envíoComprar nuevo
Ver este artículo
EUR 42,62
EUR 4,28 gastos de envío desde Reino Unido a España
Destinos, gastos y plazos de envíoResultados de la búsqueda para High Performance Python: Practical Performant Programming...
Imagen de archivo
High Performance Python 3e
Librería: PBShop.store UK, Fairford, GLOS, Reino Unido
Calificación del vendedor: 5 de 5 estrellas
PAP. Condición: New. New Book. Shipped from UK. Established seller since 2000. Nº de ref. del artículo: WO-9781098165963
Cantidad disponible: 15 disponibles
Imagen de archivo
High Performance Python
Librería: PBShop.store US, Wood Dale, IL, Estados Unidos de America
Calificación del vendedor: 5 de 5 estrellas
PAP. Condición: New. New Book. Shipped from UK. Established seller since 2000. Nº de ref. del artículo: WO-9781098165963
Cantidad disponible: 15 disponibles
Imagen de archivo
HIGH PERFORMANCE PYTHON
Librería: Speedyhen, London, Reino Unido
Calificación del vendedor: 5 de 5 estrellas
Condición: NEW. Nº de ref. del artículo: NW9781098165963
Cantidad disponible: Más de 20 disponibles
Imagen de archivo
High Performance Python: Practical Performant Programming for Humans
Librería: California Books, Miami, FL, Estados Unidos de America
Calificación del vendedor: 5 de 5 estrellas
Condición: New. Nº de ref. del artículo: I-9781098165963
Cantidad disponible: Más de 20 disponibles
Imagen de archivo
High Performance Python: Practical Performant Programming for Humans
Librería: Ria Christie Collections, Uxbridge, Reino Unido
Calificación del vendedor: 5 de 5 estrellas
Condición: New. In. Nº de ref. del artículo: ria9781098165963_new
Cantidad disponible: Más de 20 disponibles
Imagen de archivo
High Performance Python: Practical Performant Programming for Humans
Librería: Kennys Bookshop and Art Galleries Ltd., Galway, GY, Irlanda
Calificación del vendedor: 5 de 5 estrellas
Condición: New. 2025. 3rd ed. paperback. . . . . . Nº de ref. del artículo: V9781098165963
Cantidad disponible: Más de 20 disponibles
Imagen del vendedor
High Performance Python : Practical Performant Programming for Humans
Librería: GreatBookPricesUK, Woodford Green, Reino Unido
Calificación del vendedor: 5 de 5 estrellas
Condición: New. Nº de ref. del artículo: 48409838-n
Cantidad disponible: Más de 20 disponibles
Imagen del vendedor
High Performance Python : Practical Performant Programming for Humans
Librería: GreatBookPrices, Columbia, MD, Estados Unidos de America
Calificación del vendedor: 5 de 5 estrellas
Condición: New. Nº de ref. del artículo: 48409838-n
Cantidad disponible: 1 disponibles
Imagen del vendedor
High Performance Python
Librería: Rarewaves USA, OSWEGO, IL, Estados Unidos de America
Calificación del vendedor: 4 de 5 estrellas
Paperback. Condición: New. Your Python code may run correctly, but what if you need it to run faster? This practical book shows you how to locate performance bottlenecks and significantly speed up your code in high-data-volume programs. By explaining the fundamental theory behind design choices, this expanded edition of High Performance Python helps experienced Python programmers gain a deeper understanding of Python's implementation.How do you take advantage of multicore architectures or compilation? Or build a system that scales up beyond RAM limits or with a GPU? Authors Micha Gorelick and Ian Ozsvald reveal concrete solutions to many issues and include war stories from companies that use high-performance Python for GenAI data extraction, productionized machine learning, and more.Get a better grasp of NumPy, Cython, and profilersLearn how Python abstracts the underlying computer architectureUse profiling to find bottlenecks in CPU time and memory usageWrite efficient programs by choosing appropriate data structuresSpeed up matrix and vector computationsProcess DataFrames quickly with Pandas, Dask, and PolarsSpeed up your neural networks and GPU computationsUse tools to compile Python down to machine codeManage multiple I/O and computational operations concurrentlyConvert multiprocessing code to run on local or remote clusters. Nº de ref. del artículo: LU-9781098165963
Cantidad disponible: Más de 20 disponibles
Imagen de archivo
High Performance Python: Practical Performant Programming for Humans
Publicado por
O'Reilly Media, 2025
ISBN 10: 1098165969
ISBN 13: 9781098165963
Nuevo
Paperback / softback
Librería: THE SAINT BOOKSTORE, Southport, Reino Unido
Calificación del vendedor: 5 de 5 estrellas
Paperback / softback. Condición: New. New copy - Usually dispatched within 4 working days. 890. Nº de ref. del artículo: B9781098165963
Cantidad disponible: Más de 20 disponibles