BusinessBeginner FREEMIUM

Predictive Analytics & Data Mining for Managers

Name: Predictive Analytics & Data Mining for Managers
Availability: InStock

This course introduces MBA students to predictive analytics and data mining techniques for business decision-making. Students will explore association rules, regression, classification, time series forecasting, and machine learning methods such as decision trees, ensemble learning, and SVM. Real-world applications across supply chain, higher education, software testing, and more are covered.

What You'll Learn

Apply predictive analytics techniques to forecast business trends and assess risk

Build and interpret association rule models using Apriori, Eclat, and FP-Growth algorithms

Perform multiple regression analysis and diagnose autocorrelation with the Durbin-Watson statistic

Model binary outcomes using Linear Probability, Logit, and Probit models

Analyze time series data using additive and multiplicative decomposition and trend analysis

Implement machine learning methods including decision trees, ensemble learning, and SVM for prediction

About this course

Predictive Analytics & Data Mining for Managers is a self-paced beginner-level business online course on GreyAcademy, taught by Anurag Trivedi. It has 2 modules and 2 chapters, and it takes about 10 hours to complete. The course is free to enrol. You get a completion certificate when you finish all the lessons.

Topics covered: Introduction, DR. P. NAGA JYOTHI.

Not sure where to start? Compare this with other online courses or follow a career roadmap.