AI, Data Science & Cloud Certificates from Google, IBM & Meta — 40% Off
One plan covers every Professional Certificate on Coursera. 40% off your first 3 months — limited time.
Unlock All Certificates
Discover a painless route to fast and scalable machine learning in Python through this 43-minute conference talk from EuroPython 2020. Learn how to achieve close-to-native performance using Intel-optimized packages like numpy, scipy, and scikit-learn. Explore techniques for high performance and scalability across multi-core machines and large clusters. Gain insights into using Scalable Dataframe Compiler (SDC) for efficient processing of huge datasets with pandas/Python, and leverage daal4py's convenient Python API for scalable machine learning algorithms. Understand how to combine SDC and daal4py to build end-to-end analytics pipelines that scale to clusters with minimal code changes, achieving performance comparable to hand-tuned C++/MPI code.
