Machine Learning With Java And Weka | Simpliv
Course by Simpliv LLC
(Course Id: 244144 | 113 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:
02:20:59
Price:
$ 9.99
Location:
Fremont, CA
Registration is Available at Anytime
Course Description
Description
This is the bite size course to learn Java Programming for Machine Learning and Statistical Learning with Weka library. In CRISP DM data mining process, machine learning is at the modeling and evaluation stage.
You will need to know some Java programming, and you can learn Java programming from my "Create Your Calculator: Learn Java Programming Basics Fast" course. You will learn Java 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.
Basic knowledge
- Computer Knowledge
- Basic coding knowledge
What will you learn
Content
- Introduction
- Getting Started
- Getting Started 2
- Getting Started 3
- Data Mining Process
- Data set
- Split Training and Testing dataset
- CReate Java Application using Netbeans with Weka Jar
- Simple Linear Regression
- LInear Regression using Weka and Java
- LInear Regression using Weka and Java 2
- LInear Regression using Weka and Java 3
- KMeans Clustering
- KMeans Clustering in Weka and Java
- Agglomeration Clustering
- Agglomeration Clustering in Weka and Java
- Decision Tree ID3 ALgorithm
- Decision Tree in Weka and Java
- KNN Classification
- KNN in Weka and Java
- Naive Bayes Classification
- Naive Bayes in Weka and Java
- Neural Network Classification
- Neural Network in Weka and Java
- What Algorithm to Use?
- Model Evaluation
- Model Evaluation in Weka and Java
- CReate a Data Mining Software
- CReate a Data Mining Software 2
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