IE5611: Data Analytics Laboratory Syllabus for Industrial 6th Sem 2019 Regulation Anna University

Data Analytics Laboratory detailed syllabus for Industrial Engineering (Industrial) for 2019 regulation curriculum has been taken from the Anna Universities official website and presented for the Industrial students. For course code, course name, number of credits for a course and other scheme related information, do visit full semester subjects post given below.

For Industrial Engineering 6th Sem scheme and its subjects, do visit Industrial 6th Sem 2019 regulation scheme. The detailed syllabus of data analytics laboratory is as follows.

Course Objective:

This course aims to:

• Design a data analysis strategy that answers a hypothesis, including specifications for data elements, requirements of the statistic, and limitations to the interpretation.
• Understand how to select appropriate techniques
• Understand how to conduct a variety of statistical analyses, including testing of statistical assumptions, data transformations, and validation of statistical findings
• Understand how to interpret the results of statistical analyses.
• Understand how to present the results of statistical analyses.

List of Experiments:

Students will perform analysis of data in the following topics using Data Analysis package

1. Control Charts
2. Correlation Analysis
3. Simple Regression
4. Multiple Regression
5. Single factor Experiment
6. Factorial experiment
7. Factor Analysis
8. Discriminant Analysis
9. Cluster Analysis
10. Estimation of model parameters of the system to predict Reliability

Course Outcome:

Upon completion of the laboratory course, the students will

1. Able to independently formulate, perform and assess hypothesis
2. Able to select appropriate techniques
3. Able to apply various data analysis techniques
4. Able to interpret the results
5. Able to present the results properly to extract meaningful information from data sets for effective decision making

For detailed syllabus of all other subjects of Industrial Engineering, 2019 regulation curriculum do visit Industrial 6th Sem subject syllabuses for 2019 regulation.

For all Industrial Engineering results, visit Anna University Industrial all semester results direct link.