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Certificate in Engineering Analytics Learning Practice

Ixora Tech Consulting Services Private Limited

Engineers, managers and anyone who wants to understand how Big Data will

impact their operations will be introduced to the fundamentals of engineering

analytics, the process of leveraging data into actionable insights. These strategies

will be applicable to a wide range of applications including customer segmentation

for better resource utilization, improved performance tracking for diagnosis and

maintenance, classification strategies for improved inventory management, better

use of sales data for increased revenues and customer satisfaction, and better

forecasts.

Basic methods will be introduced in the areas of descriptive and predictive

analytics and Big Data. Participants will gain hands-on experience using case

studies and example problem demonstrations.

What you’ll learn?

Apply techniques for data visualization

Describe the importance of segmentation and classification strategies

Use basic tools of descriptive and predictive analytics

Interpret the impact of Big Data on decision making

Describe the underlying technology in Big Data

State the strategic implications of analytics

Course Content

Introduction to Engineering Analytics

Data visualization strategies

User interaction

Business impact

Descriptive analytics: data models

Data properties

Regression techniques

Clustering

Segmentation

Case study illustration

Descriptive analytics: classification strategies

Measures of accuracy

Predictive analytics: introduction principal component analysis

Principal component analysis for prediction

Predictive analytics: forecasting

Data models

Big data: enterprise modeling

Optimization techniques

Dummy project

Duration of Course?

3 days