About this course
In this highly competitive global environment, any professional and progressive organization that aims to grow significantly cannot depend solely on qualitative methods of prediction. Instead, robust quantitative methods that model large amounts of data can be used for more accurate prediction. Predictive Modeling encompasses a variety of techniques that can be used by organizations to predict continuous (for example, sales or demand data) as well as categorical (is someone a buyer or non-buyer?) dependent variables based on a host of input variables (independent variables).
Predictive Modeling and Analytics
- Overview of Predictive Modelling
- Understanding Regression
- Regression using R
- Logistic Regression
- Logistic Regression using R
- Introduction to Linear Discriminant Analysis (LDA)
- LDA in R
- Frequency Based Algorithm
- Frequency Based Algorithms in R
- Model Comparison
- Cross Validation
- Cross Validation in R
Get Predictive Modeling and Analytics course completion certificate from Great learning which you can share in the Certifications section of your LinkedIn profile, on printed resumes, CVs, or other documents.
Great Learning Academy - Free Online Certification Courses
Great Learning Academy, an initiative taken by Great Learning to provide free online courses in various domains, enables professionals and students to learn the most in-demand skills to help them achieve career success.
Great Learning Academy offers free certificate courses with 1000+ hours of content across 100+ courses in various domains such as Data Science, Machine Learning, Artificial Intelligence, IT & Software, Cloud Computing, Marketing & Finance, Big Data, and more. It has offered free online courses with certificates to 500,000+ learners from 140 countries. The Great Learning Academy platform allows you to achieve your career aspirations by working on real-world projects, learning in-demand skills, and gaining knowledge from the best free online courses with certificates. Apart from the free courses, it provides video content and live sessions with industry experts as well.