Recent developments in Python-based system utilities are enhancing how users monitor, diagnose, and optimize PCs. From psutil’s cross-platform process metrics to advanced hardware sensor access via ...

Dr. James McCaffrey of Microsoft Research shows how to implement simulated annealing for the Traveling Salesman Problem (find the best ordering of a set of discrete items). The goal of a combinatorial ...

Spiral Dynamics Optimization with Python Dr. James McCaffrey of Microsoft Research explains how to implement a geometry-inspired optimization technique called spiral dynamics optimization (SDO), an ...

From schema design to query optimization, Python offers powerful tools to supercharge your database performance. With the right indexing, caching, and migration strategies, you can cut latency and ...

Faster Python programming: How these developers built Pyston, and where it goes next Your email has been sent Python implementation Pyston aims to speed up the programming language's code for web ...

Optimized apps and websites start with well-built code. The truth, however, is that you don't need to worry about performance in 90% of your code, and probably 100% for many scripts. It doesn't matter ...

The Python programming language is a hit for data science and machine-learning projects on high-powered hardware, but one of its weaknesses is speed. Anaconda, a company that provides a leading ...

This course offers an introduction to mathematical nonlinear optimization with applications in data science. The theoretical foundation and the fundamental algorithms for nonlinear optimization are ...