Python* is among the most popular programming languages due to its ease-of-use for cloud-based Web applications and out-of-the-box performance.
But.
It also has a reputation for executing scripts slower than its native equivalents due to its single-threaded nature, which provides language flexibility at the cost of performance.
Intel® Distribution for Python* overcomes this challenge, offering optimized numeric, scientific, and machine learning packages to accelerate Python performance on a wide range of Intel® processors.
Watch to learn how the Intel distribution helps Data Scientists enable high-performance computing in Python and Machine Learning applications, including:
- An overview of the Python performance packages
- Methods to speed up Python performance
- Intel-optimized scikit-learn performance speedups
- Deep-dives on Intel® Data Analytics Acceleration Library in Python (PyDAAL)
- Demos with examples