ME-705 · MATLAB and R Programming/Official Syllabus
MATLAB and R Programming (ME-705) - Official Syllabus
1
Unit 1
MATLAB Programming
- Introduction to $\textbf{MATLAB}$ environment and basic commands
- Matrix creation, manipulation and arithmetic operations
- Rational and logical operations in $\textbf{MATLAB}$
- Generating plots using the \texttt{plot} function
- Complex numbers and statistical functions (e.g., random complex vector generation and summation)
- Handling numbers and strings; M‑file programs for matrix input and diagonal extraction, ASCII character manipulation
2
Unit 2
R Programming
- Overview of $\textbf{R}$ language and its statistical computing capabilities
- Installation and setup of R, RStudio, and related tools on Windows/Mac
- R data types, arithmetic and logical operators with examples
- Matrix operations in $\textbf{R}$: creation, printing, column addition, slicing
- Factors in $\textbf{R}$: handling categorical and continuous variables
- Data frames in $\textbf{R}$: creation, appending, selection, subsetting
Laboratory Experiments
- Introduction to MATLAB
- Working with matrices
- Rational and logical operation of MATLAB
- Creating a plot using the plot function
- Complex and statistical functions (e.g., produce a ten‑element vector of random complex numbers and compute its summation)
- Numbers and strings: program to read a 3×3 matrix and display its diagonal; program to read a string and replace each character with the next ASCII character
- What is R Programming Language?
- How to download and install R, RStudio, Anaconda on Mac or Windows
- Write R data types, arithmetic & logical operators with examples
- Write about R matrix: create, print, add column, slice
- Explain factor in R: categorical & continuous variables
- Explain R data frame: create, append, select, subset
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