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.