Tuesday, October 16, 2018
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Machine Learning Demonstration in R

This section involves implementation of Machine Learning algorithms and data analytics algorithms in R

Biplot in PCA

Principal Component Analysis in R

How to Perform PCA in R We will discuss here how to perform principal component analysis in R.Although PCA is required for data sets which have very high dimentionality,we will use the...
random forest in T

Random Forest in R

Introduction to Random Forest in R Let's learn from precise Demo on Random Forest in R for Machine Learning and Data Analytics .Open your RStudio and begin typing in the same things...
Model tuning of Xgboost

Xgboost :Model tuning in Crossvalidation using caret in R

Introduction Here will discuss about the Xgboost model parameter's tuning using caret package in R.Let's begin.Open your R console and follow along. To Get Certified for Best Course on Data Science Developed by...
Boxplot

How do I learn Machine Learning

Introduction Like anything else ,its not too difficult to learn Machine Learning but yes you need to put time and efforts for practicing it.More you practice,the more you learn.You can have a...
k-means

K-means Clustering for Data Analytics in R

Introduction Here we will know about "how to perform k-means clustering in R" and "how to find best value of k in k-means clustering" Importing library Let's open RStudio and follow along !! Let's import...
AIC and deviance

Deviance and AIC for Logistic Regression in R

Introduction This is for you,if you are looking for Deviance,AIC,Degree of Freedom,interpretation of p-value,coefficient estimates,odds ratio,logit score and how to find the final probability from logit score in logistic regression in R. Course...
decision tree

Decision Tree for data analytics in R

Precise Demo on Decision Tree for Machine Learning and Data Analytics in R.Open RStudio and begin typing in the same things as below.Learn by Practice!! #### Decision Tree is like taking...
deeplearning

Neural Networks for Data Analytics in R

Introduction Precise Demo on Neural Networks for Machine Learning and Data Analytics in R. Open your RStudio and follow along !! Importing libraries #### importing the library MASS for "Boston" dataset library(MASS) library(neuralnet) ## Loading required package: grid Reading...