Big Data and Deep Learning

“Machine Learning is the new electricity”

Deep Learning is a technique that belongs to the Machine Learning Field. Machine Learning techniques learns from data. Nowadays the amount of data grows exponentially year after year. Therefore machine learning techniques obtain a great potential to solve very complex problems. Big-data is the perfect partner and deep learning techniques are becoming a standard thanks to the hardware and software advances. In PRHLT we have applied deep learning techniques to the following problems, among others:

 

  • Fraud detection – DeepFraud
  • Energy consumption estimation – DeepEnergy
  • Biometric Image recognition – DeepFace
  • Unsupervised social community detection – DeepSocial
  • Applications of big data