Practical Neural Networks & Deep Learning In R

Practical Neural Networks & Deep Learning In R, Artificial Intelligence & Machine Learning for Practical Data Science in R

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Created by Minerva Singh

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What you'll learn

• Be Able To Harness The Power Of R For Practical Data Science
• Read In Data Into The R Environment From Different Sources & Carry Out Basic Pre-processing Tasks
• Master The Theory Of Artificial Neural Networks (ANN)
• Implement ANN For Classification & Regression Problems In R
• Implement Deep Learning In R
• Learn The Usage Of The Powerful H2o Package
• Learn The Implementation Of Both ANN & DNN Using The H2o Package Of R Programming Language
• 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