Introduction to R for data analytics TEACHER - Badge
Name
Introduction to R for data analytics TEACHER.
Issuer
Cineca.
Issued since 08 May 2017.
Description
The owner of this Badge is the teacher of the "Introduction to R for data analytics" course. The purpose of this course is to present R Machine Learning techniques for the analysis of large data sets to researchers and scientists . The course, held by data analytics experts, will consist of introductory lectures on Machine Learning techniques. It will provide basic concepts such as training and tests sets, overfitting, bagging, boosting and error rates. The course will also introduce a range of model based and algorithmic Machine Learning methods including clustering, association rules, decision trees, Naive Bayes, and random forests. It also covers practical issues in Machine Learning which includes programming in R, reading data into R, accessing R packages. Examples of parallel R programming will be shown.
Badge Criteria
The owner of this Badge is the teacher of the "Introduction to R for data analytics" course offered by Cineca: 16 lecture hours without final exam.
Skills
This Badge certifies that the course teacher owns the following consolidated SKILLS: - to investigate data in a Machine Learning perspective, extracting and identifying useful features that describe data; - to apply to the data the most important Machine Learning algorithms using R in an efficient way; - to evaluate the obtained results.
Tags
R(software), MachineLearningtechniques, DataAnalytics