HPDA & Deep Learning – MASTERE SPECIALISE HPC-AI

Define HPDA / Deep Learning :

HPDA (High Performance Data Analytics ) use the HPC for massive data processing and analysis. §HPDA is the result of the convergence of HPC and Big Data.

Deep Learning is a class of hierarchical algorithms for machine learning on big data.

Deep learning has become very popular in recent years with access to powerful computing machines to train large systems.

HPDA Deep Learning linked with advanced master HPC-AI :

The expertise in Deep Learning and HPDA allows to move towards the development of a form of “strong” AI. The learning takes place with high-level data abstraction modeling and analytical techniques to achieve AI models close to human cognitive abilities.

In practice with the advanced master HPC-AI programme :

UE5 – High Performance Algorithms and Automatic Learning (HPDA)

Deep Learning (16h)
Data processing platforms (Hadoop, Spark) (16h)
Massive data visualization techniques and tools (16h)