Original PDF Ebook – Python High Performance – Second Edition2nd Edition – 9781787282896

Original PDF Ebook – Python High Performance – Second Edition2nd Edition – 9781787282896

Learn how to use Python to create efficient applications_x000D_
About This Book_x000D_
Identify the bottlenecks in your applications and solve them using the best profiling techniques_x000D_
Write efficient numerical code in NumPy, Cython, and Pandas_x000D_
Adapt your programs to run on multiple processors and machines with parallel programming_x000D_
Who This Book Is For_x000D_
The book is aimed at Python developers who want to improve the performance of their application. Basic knowledge of Python is expected_x000D_
What You Will Learn_x000D_
Write efficient numerical code with the NumPy and Pandas libraries_x000D_
Use Cython and Numba to achieve native performance_x000D_
Find bottlenecks in your Python code using profilers_x000D_
Write asynchronous code using Asyncio and RxPy_x000D_
Use Tensorflow and Theano for automatic parallelism in Python_x000D_
Set up and run distributed algorithms on a cluster using Dask and PySpark_x000D_
In Detail_x000D_
Python is a versatile language that has found applications in many industries. The clean syntax, rich standard library, and vast selection of third-party libraries make Python a wildly popular language._x000D_
Python High Performance is a practical guide that shows how to leverage the power of both native and third-party Python libraries to build robust applications.