Machine Learning With R | Simpliv
Course by Simpliv LLC
(Course Id: 244734 | 106 Views) Posted 00 UNKCategory:
Education, Information Technology
How the course is given:
Online
When the courses is given:
Flexible
Qualification Level:
Short Course/Training Certification
Course Duration:
01:48:43
Price:
$ 9.99
Location:
Fremont, CA
Registration is Available at Anytime
Course Description
Description
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)
Basic knowledge
- Computer Knowledge
- Basic coding knowledge
What will you learn
Content
- 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
About the Provider
Simpliv is a global online learning marketplace that transforms lives by offering online training on a wide variety of topics. Created with the aim of making education accessible to all, Simpliv removes barriers to education among all communities, imparts life skills to learners, and bridges gaps in learning through cost-effective courses. Simpliv believes that learning has no boundaries. It brings learning to any person who wants to learn, whether it is management, technology, life sciences,... Read More
Course Provider Contact
Simpliv LLC
39658 Mission Boulevard, Fremont,
CA 94539, USA.
Phone: +510-849-6155
Email: sudheer@simpliv.com
39658 Mission Boulevard, Fremont,
CA 94539, USA.
Phone: +510-849-6155
Email: sudheer@simpliv.com