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Statistics for Managers: Predictive Analytics & Data Mining

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

This course equips MBA students with statistical and machine learning techniques for business forecasting and data-driven decision-making. You will explore predictive analytics applications, association rules, regression models, time series analysis, and data mining methods. By the end, you'll be able to apply these tools to real-world managerial problems.

What You'll Learn

Apply predictive analytics techniques to forecast business trends and assess risk

Implement association rule learning using Apriori, Eclat, and FP-Growth algorithms

Build and interpret multiple regression models, including logit and probit models

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

Use machine learning methods such as decision trees, ensemble learning, and SVM for classification

Perform data mining tasks including data reduction, classification, and clustering

About this course

Statistics for Managers: Predictive Analytics & Data Mining 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.

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