RAI01Introduction to Deep Learning with R

This video-based professional development course starts at a basic level and teaches you how to develop and implement Deep Learning algorithms using R in real-world scenarios.

Leverage deep learning to make sense of your raw data by exploring various hidden layers. Each section in this course provides a clear and concise introduction of a key topic, one or more example of implementations of these concepts in R, and guidance for additional learning, exploration, and application of the skills learned therein.

This video-based course will cover the following:

  • Basics of Deep Learning and Artificial neural Networks
  • Advanced ANN’s and RNN’s
  • Convolutional Neural Networks and Unsupervised Learning
  • Applications of Deep Learning in various fields
  • Practical implementations of deep learning models for scalability, high performance computing and feature engineering.