Data Analytics Laboratory detailed syllabus for Industrial Engineering & Management (IEM) for 2021 regulation curriculum has been taken from the Anna University official website and presented for the IEM 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 & Management 7th Sem scheme and its subjects, do visit IEM 7th Sem 2021 regulation scheme. The detailed syllabus of data analytics laboratory is as follows.
Course Objectives:
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.
Students Will Perform Analysis of Data in the Following Topics Using Data Analysis Package
- Control Charts
- Correlation Analysis
- Simple Regression
- Multiple Regression
- Single factor Experiment
- Factorial experiment
- Factor Analysis
- Discriminant Analysis
- Cluster Analysis
- Estimation of model parameters of the system to predict Reliability
Course Outcomes:
Upon completion of the laboratory course, the students will
- Able to independently formulate, perform and assess hypothesis
- Able to select appropriate techniques
- Able to apply various data analysis techniques
- Able to interpret the results
- 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 & Management, 2021 regulation curriculum do visit IEM 7th Sem subject syllabuses for 2021 regulation.
For all Industrial Engineering & Management results, visit Anna University IEM all semester results direct link.