MATLAB Online Expert level by JK Softtech Solutions

MATLAB Basics
Introduction to MATLAB installation,
MATLAB files,
script-m and functions,
using MATLAB help,
MATLAB as a calculator,
using workspace,
load data, reading csv files, etc.
Arrays and Matrices
Creating arrays and vectors,
matrix arithmetic in MATLAB,
point to point multiplication,
matrix reduction, size,
initialisation of null matrix,
unit matrix, reading image as matrix, etc.
Quality Plots and Tables
Creating figures and tables,
playing with graphs,
labelling and title,legends,
2d and 3d plots,
histograms, scatter plot,
creating dynamic plots,
creating movie from a plot, etc.
Reading data from excel
Reading data from external sources,
store data in workspace, data interpretation, etc.
Functions
Using MATLAB inbuilt functions,
creating your own function,
nesting of functions, local and global variables,
function calling, etc.
Simulink
Introduction to SIMULINK,
various tool boxes in Simulink,
creating a new model,
use SIMULINK library,
control system toolbox,
Neural Network toolbox,
using MATLAB curve fitting apps, etc.
Chemical Engineering Applications
Numerical calculation of eigenvalues and eigenvectors,
Singular value decomposition (SVD),
solution of Linear and Non-linear Algebraic Equations,
Linear Regression Integration,
Interpolation to solve in thermodynamics problems,
solve initial-value ODEs with application to chemical engineering problems, Boundary & Initial Value Problems for Heat Transfer and Mass Transfer problems, application of MATLAB in Chemical kinetics,
Introduction to Fourier transforms, FFT, DFT, IDFT.
Optimisation
Optimisation techniques for solving design problems,
Gradient descent method, Particle Swarm Optimisation and Genetic Algorithm.
GUI development
Creating your own GUI,
wrapping codes inside a GUI, using handles, plotting in GUI, creating buttons and menus in GUI,
creating graphs in GUI, etc.