Course Details

Following are the benefits of this programme:

Certificate from IIT Roorkee

 Lectures imparted by eminent faculty from IIT Roorkee and industry professionals

 Unique insights into critical aspects of Data Mining and Analytics

 Course content and structure designed by IIT Roorkee

 Talentedge's D2D advantage, which allows working professionals the freedom to fast tracktheir careers without quitting their jobs via an interactive, 'better-than-classroom' learning experience that can be pursued anytime, anywhere

 Talentedge's Cloud Campus, which gives students access to course presentations, projects, case studies, assignments and other reference materials

 Easy access from anywhere – all one needs is a 512 kbps steady internet connection

 Convenientweekend schedules – Classes on Sunday mornings

he Executive Programme in Data Mining and Analytics will comprise of the following key modules.

 1. Introduction to Data Mining and Data Analytics

 Motivation and Significance of Data Mining

 Data Mining Functionalities

 Interestingness Measures

 Classification of Data Mining System

 Major Issues in Data Mining

 2. Understanding Data and Data Pre-processing

 Motivation and Significance

 Data Summarization

 Data Cleaning

 Data Integration and Transformation

 Data Reduction Techniques

 Data Discretization & Concept Hierarchy Generalization

 3. Data Management, Warehousing and OLAP Technology

ata Cube Computation and Data Generalization

 Efficient Methods for Data Cube Computation

 Discovery Driven Exploration of Data Cubes

 Complex Aggregation

 5. Descriptive Analytics – Cluster Analysis