Fast Python: High Performance Techniques for Large Datasets Antao Tiago Rodrigues
Fast Python: High Performance Techniques for Large Datasets Antao Tiago Rodrigues Master these effective techniques to reduce costs and run times, handle huge datasets, and implement complex machine…
Specifikacia Fast Python: High Performance Techniques for Large Datasets Antao Tiago Rodrigues
Fast Python: High Performance Techniques for Large Datasets Antao Tiago Rodrigues
Master these effective techniques to reduce costs and run times, handle huge datasets, and implement complex machine learning applications efficiently in Python.Fast Python is a hands-on guide to writing Python code that can process more data, faster, and with less resources. You'll experiment with fun and interesting examples such as rewriting games in lower-level Cython and implementing a MapReduce framework from scratch. It takes a holistic approach to Python performance, showing you how your code, libraries, and computing architecture interact and can be optimized together.Written for experienced practitioners, Fast Python dives right into practical solutions for improving computation and storage efficiency.
Finally, you'll go deep into Python GPU computing and learn how modern hardware has rehabilitated some former antipatterns and made