Machine Learning with Java and Weka

About this Course:

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

Who is the target audience?

Any one who desires to learn it.

Course Completion Certificate

What you will 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

Simpliv LLC, a platform for learning and teaching online courses. We basically focus on online learning which helps to learn business concepts, software technology to develop personal and professional goals through video library by recognized industry experts or trainers.

Why Simpliv

With the ever-evolving industry trends, there is a constant need of the professionally designed learning solutions that deliver key innovations on time and on a budget to achieve long-term success.

Simpliv understands the changing needs and allows the global learners to evaluate their technical abilities by aligning the learnings to key business objectives in order to fill the skills gaps that exist in the various business areas including IT, Marketing, Business Development, and much more.