AccelerateDataMining
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Accelerate data mining and deep learning applications via Intel onapi. Provide sample code and examples in SJSU CMPE255 Data Mining class (https://catalog.sjsu.edu/preview_course_nopop.php?catoid=12&coid=58423) to demonstrate the importance of acceleration and use Intel OneAPI as one technological e ...learn more
Project status: Concept
oneAPI, Artificial Intelligence
Intel Technologies
oneAPI
Overview / Usage
Accelerate data mining and deep learning applications via Intel onapi. Provide sample code and examples in SJSU CMPE255 Data Mining class (https://catalog.sjsu.edu/preview_course_nopop.php?catoid=12&coid=58423) to demonstrate the importance of acceleration and use Intel OneAPI as one technological example.
Methodology / Approach
Basic machine learning and data mining sample codes are provided for students and help them reinforce their understanding of the theories. The sample code covers the common usages of pandas, numpy, matplotlib, plotly, sklearn, Tensorflow and Pytorch via various data mining examples. In addition to these basic examples, we further provide examples of Intel oneAPI AI Analytics Toolkit and demonstrate the performance improvement after acceleration,