Content level: beginner

In this full-day Deep Learning Fundamentals workshop, you will learn to

  • Understand general terms and background of deep learning
  • Leverage deep neural networks (DNN) within the deep learning workflow to solve a real-world image classification problem using DIGITS
  • Measure object detection approaches in relation to three metrics: model training time, model accuracy and speed of detection during deployment
  • Take three approaches for neural network deployment: DIGITS and Caffe, Caffe, through its Python API and NVIDIA TensorRTâ„¢
  • Duration: full-day
  • Target group: beginner
  • Pre-Requisites: technical background and basic understanding of deep learning concepts
  • Course Presented by the NVIDIA Deep Learning Institute (DLI)