Deep Learning Fundamentals

GPU Computing Resources and Community at the University of Sheffield

DLI Image Recognition and Object Detection Labs

Within these two labs, you will learn the basics of deep learning by training and deploying neural networks. Build the skill-set and toolbox you need to build your own deep learning solutions through hands-on projects. Learners will:

  • Understand general terms and background of deep learning
  • Implement common deep learning workflows such as Image Classification and Object Detection
  • Manipulate training parameters to improve accuracy
  • Modify internal layers of neural networks to adapt to new problems
  • Deploy your networks to start solving real-world problems

Content level: Beginner

Pre-Requisites: Technical background and basic understanding of deep learning concepts