Complete Deep Learning In R With Keras & Others

Deep Learning: Master Powerful Deep Learning Tools in R Like Keras, Mxnet, H2O and Others

Created by: Minerva Singh
Bestselling Instructor & Data Scientist(Cambridge Uni)

What Will I Learn?

• Be Able To Harness The Power Of R For Practical Data Science
• Master The Theory Of Artificial Neural Networks (ANN) and Deep Neural Networks (DNN)
• Implement ANN For Classification & Regression Problems In R
• Learn The Implementation Of Both ANN & DNN Using The H2o Package Of R Programming Language
• Learn The Implementation Of Both ANN & DNN Using The MxNet Package Of R Programming Language
• Introduction to Convolutional Neural Networks (CNN) For Imagery Classification
• Implement CNNs Using Keras

Requirements

• Be Able To Operate & Install Software On A Computer
• Prior Exposure To Common Machine Learning Terms Such As Unsupervised & Supervised Learning
• Prior Exposure To What Neural Networks Are & What They Can Be Used For

Target audience

• People Wanting To Master The R & R Studio Environment For Data Science
• Anyone With Prior Exposure To Common Machine Learning Concepts Such As Supervised Learning
• Students Wishing To Learn The Implementation Of Neural Networks On Real Data In R
• Students Wishing To Learn The Implementation Of Basic Deep Learning Concepts In R