Machine Learning with R

Simpliv

Course

Online

£ 10 + VAT

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Description

  • Type

    Course

  • Methodology

    Online

  • Start date

    Different dates available

This is the bite size course to learn R Programming for Machine Learning and Statistical Learning. In CRISP DM data mining process, machine learning is at the modeling and evaluation stage. You will need to know some R programming, and you can learn R programming from my "Create Your Calculator: Learn R Programming Basics Fast" course. You will learn R Programming for machine learning and you will be able to train your own prediction models with naive bayes, decision tree, knn, neural network, linear regression, and evaluate your models very soon after learning the course.You can take the course as follows, I may allow you to have the SVBook certificate in Data Mining using R in future after you passed a quiz and completed all the courses below: Create Your Calculator: Learn R Programming Basics Fast (R Basics)
Applied Statistics using R with Data Processing (Data Understanding and Data Preparation)
Advanced Data Visualizations using R with Data Processing (Data Understanding and Data Preparation, in future)
Machine Learning with R (Modeling and Evaluation)

Facilities

Location

Start date

Online

Start date

Different dates availableEnrolment now open

About this course

Getting Started
Getting Started 2
Getting Started 3
Data Mining Process
Download Data set
Read Data set
Some Explanations
Simple Linear Regression
Build Linear Regression Models
Predict Linear Regression Models
KMeans Clustering
KMeans Clustering in R
Agglomeration Clustering
Agglomeration Clustering in R
Decision Tree ID3 ALgorithm
Decision Tree in R: Split train and test set
Decision Tree in R: Train Decision Tree
Decision Tree in R: Predict Decision Tree
KNN Classification
Train KNN in R
Predict KNN in R
Naive Bayes Classification
Naive Bayes in R
Neural Network Classification
Neural Network in R
What Algorithm to Use?
Model Evaluation
Model Evaluation using R for Classification
Model Evaluation using R for Regression

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This centre's achievements

2021

All courses are up to date

The average rating is higher than 3.7

More than 50 reviews in the last 12 months

This centre has featured on Emagister for 6 years

Subjects

  • Network Training
  • Programming
  • Network
  • Data Mining
  • Evaluation

Course programme

R 30 lectures 01:48:43 Getting Started Getting Started 2 Getting Started 3 Data Mining Process Download Data Set Read Data Set Some Explanations Some Explanations 2 Simple Linear Regressions BUild Linear Regression Models Predict with Linear Regression Model KMeans Clustering Cluster using KMeans in R Agglomeration Clustering Agglomeration CLustering in R Decision Tree ID3 Algorithm Decision Tree in R Split Train and TEst Set Decision Tree in R Train Decision Tree Decision Tree in R Prediction with Decision Tree KNN CLassiifcation KNN in R Train KNN KNN in R Prediction Naive Bayes Classification Naive Bayes Classification in R NEural Network Classification NEural Network Classification in R What Algorithm to use? Model Evaluation MOdel EValuation for Classfication Model MOdel EValuation for Regression Model R Getting Started Getting Started Getting Started Getting Started 2 Getting Started 2 Getting Started 2 Getting Started 2 Getting Started 3 Getting Started 3 Getting Started 3 Getting Started 3 Data Mining Process Data Mining Process Data Mining Process Data Mining Process Download Data Set Download Data Set Download Data Set Download Data Set Read Data Set Read Data Set Read Data Set Read Data Set Some Explanations Some Explanations Some Explanations Some Explanations Some Explanations 2 Some Explanations 2 Some Explanations 2 Some Explanations 2 Simple Linear Regressions Simple Linear Regressions Simple Linear Regressions Simple Linear Regressions BUild Linear Regression Models BUild Linear Regression Models BUild Linear Regression Models BUild Linear Regression Models Predict with Linear Regression Model Predict with Linear Regression Model Predict with Linear Regression Model Predict with Linear Regression Model KMeans Clustering KMeans Clustering KMeans Clustering KMeans Clustering Cluster using KMeans in R Cluster using KMeans in R Cluster using KMeans in R Cluster using KMeans in R Agglomeration Clustering Agglomeration Clustering Agglomeration Clustering Agglomeration Clustering Agglomeration CLustering in R Agglomeration CLustering in R Agglomeration CLustering in R Agglomeration CLustering in R Decision Tree ID3 Algorithm Decision Tree ID3 Algorithm Decision Tree ID3 Algorithm Decision Tree ID3 Algorithm Decision Tree in R Split Train and TEst Set Decision Tree in R Split Train and TEst Set Decision Tree in R Split Train and TEst Set Decision Tree in R Split Train and TEst Set Decision Tree in R Train Decision Tree Decision Tree in R Train Decision Tree Decision Tree in R Train Decision Tree Decision Tree in R Train Decision Tree Decision Tree in R Prediction with Decision Tree Decision Tree in R Prediction with Decision Tree Decision Tree in R Prediction with Decision Tree Decision Tree in R Prediction with Decision Tree KNN CLassiifcation KNN CLassiifcation KNN CLassiifcation KNN CLassiifcation KNN in R Train KNN KNN in R Train KNN KNN in R Train KNN KNN in R Train KNN KNN in R Prediction KNN in R Prediction KNN in R Prediction KNN in R Prediction Naive Bayes Classification Naive Bayes Classification Naive Bayes Classification Naive Bayes Classification Naive Bayes Classification in R Naive Bayes Classification in R Naive Bayes Classification in R Naive Bayes Classification in R NEural Network Classification NEural Network Classification NEural Network Classification NEural Network Classification NEural Network Classification in R NEural Network Classification in R NEural Network Classification in R NEural Network Classification in R What Algorithm to use? What Algorithm to use? What Algorithm to use? What Algorithm to use? Model Evaluation Model Evaluation Model Evaluation Model Evaluation MOdel EValuation for Classfication Model MOdel EValuation for Classfication Model MOdel EValuation for Classfication Model MOdel EValuation for Classfication Model MOdel EValuation for Regression Model MOdel EValuation for Regression Model MOdel EValuation for Regression Model MOdel EValuation for Regression Model

Additional information

Computer Knowledge Basic coding knowledge

See related categories

Machine Learning with R

£ 10 + VAT

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