Deep Learning Training: Level 2

An 8-week (4 hours per week) advanced training course to work on advanced concepts and use-cases in deep learning. Training will be achieved through offline study of material for the advanced concepts and solving basic exercises, as a lead up to each of the 4-hour session over 8 weeks. Training sessions will include personal discussions of the advanced concepts and hands-on sessions for advanced use-cases.

Course Structure

• Advanced concepts and exercises 
  • Image classification, object detection, image segmentation
  • Linear classification
  • Signal processing
  • Natural language processing
  • Time series analysis
  • Fraud and outlier detection
• Project
  • Self-designed project implemented using one of the deep learning frameworks
  • Selection and implementation guided by ICHEC instructors

Learning Outcomes

• Application of deep learning techniques to practical examples and use-cases
• Ability to work with large and real-world data sets for deep neural networks
• Ability to identify, develop and implement a deep learning solution for a practical problem

Pre-requisites for participants

• Must have completed Deep Learning: Level 1

• Details about the deep learning training courses based on the flyer content. Download brochure here.
• Write to us for details at deeplearningtraining@ichec.ie
• Call us for details at 00353 (0) 1 529 1000