Perform Predictive Modeling with MATLAB

Course Cover
compare button icon

Course Features

icon

Duration

71 minutes

icon

Delivery Method

Online

icon

Available on

Downloadable Courses

icon

Accessibility

Mobile, Desktop, Laptop

icon

Language

English

icon

Subtitles

English

icon

Level

Advanced

icon

Teaching Type

Self Paced

icon

Video Content

71 minutes

Course Description

Data is now ubiquitous and plentiful. It is essential to analyze that data and then apply machine learning models to generate predictions. This is the foundation of many startups and established businesses. This course, Perform Predictive Modeling using MATLAB, will teach you the basics of predictive modeling and data analysis. It will also provide an overview of the business problem, which will be expanded on throughout the course. Next, you will learn how to prepare the data for analysis and modeling. Finally, you will be able to test and evaluate the model's performance on the dataset.

Course Overview

projects-img

International Faculty

projects-img

Post Course Interactions

projects-img

Instructor-Moderated Discussions

projects-img

Case Studies, Captstone Projects

Skills You Will Gain

What You Will Learn

Learning models which in turn generate predictions has become essential

Entire startups have been built using this as the basis and established businesses use it to extend their capabilities

There are many tools that are used to do this and MATLAB is one of the big ones

In this course, Perform Predictive Modeling with MATLAB, you'll learn the ins and outs of data analysis and predictive modeling through MATLAB

First, you'll kick off the course with a brief introduction to the business problem that’ll be extended throughout the duration of the course

Next, you'll learn to prepare our dataset for analysis and modeling

Then, you'll identify how to choose the correct algorithm for the business problem

Finally, you’ll discover how to train and test the model on the dataset and then evaluate its performance

When you’re finished with this course, you’ll have a solid understanding of how to work through a machine learning problem with MATLAB

Course Instructors

Author Image

Pratheerth Padman

Instructor

Pratheerth is a Data Scientist who has entered the field after an eclectic mix of educational and work experiences. He has a Bachelor's in Engineering in Mechatronics from India, Masters in Engineeri...
Course Cover