Data Analytics for Engineers detailed Syllabus for Industrial Engineering & Management (IEM), 2018 scheme has been taken from the VTUs official website and presented for the VTU students. For Course Code, Subject Names, Teaching Department, Paper Setting Board, Theory Lectures, Tutorial, Practical/Drawing, Duration in Hours, CIE Marks, Total Marks, Credits and other information do visit full semester subjects post given below. The Syllabus PDF files can also be downloaded from the official website of the university.
For all other VTU IEM 6th Sem Syllabus for BE 2018 Scheme, do visit VTU IEM 6th Sem Syllabus for BE 2018 Scheme Subjects. The detailed Syllabus for data analytics for engineers is as follows.
Course Learning Objectives:
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Module-1
Introduction to R: Introduction R as a statistical software and language, R as a calculator, R preliminaries, Methods of data input, Data accessing or indexing, Some useful built-in functions, Graphics with R, Getting help, saving, storing and retrieving work, Exercises and solutions to exercises.
Module-2
Descriptive Statistics: Introduction, Diagrammatic representation of data, Graphical representation of data, Measures of central tendency, dispersion, skewness and kurtosis, Selection of representative samples, Exercises and solutions to exercises.
Module-3
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Module-4
Statistical Inference: Introduction, Sampling distribution of sample mean, Estimation of parameters, Plots to check normality, Hypothesis testing, Goodness of fit tests, Exercises and solutions to exercises.
Module-5
Correlation and Regression analysis: Introduction, Correlation, Inference procedures for correlation coefficient, Linear regression, Inference procedure for simple linear model, validation of linear regression model, Transformation of the variables, Polynomial regression models, Exercises and solutions to exercises.
Course Outcomes:
For the complete Syllabus, results, class timetable, and many other features kindly download the iStudy App
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Question Paper Pattern:
- The question paper will have ten full questions carrying equal marks.
- Each full question will be for 20 marks.
- There will be two full questions (with a maximum of four sub- questions) from each module.
- Each full question will have sub- question covering all the topics under a module.
- The students will have to answer five full questions, selecting one full question from each module.
Text Books:
- Statistics using R, Sudha G. Purohit, Sharad D. Gore and Shailaja R. Deshmukh, Narosa Publications, second edition -2015.
Reference Books:
For the complete Syllabus, results, class timetable, and many other features kindly download the iStudy App
It is a lightweight, easy to use, no images, and no pdfs platform to make students’s lives easier..
For detail Syllabus of all other subjects of BE 6th Sem Industrial Engineering & Management, visit (IEM) 6th Sem Syllabus Subjects.
For all (CBSE & Non-CBSC) BE results, visit VTU BE all semester results direct links.