You will be introduced to MATLAB and you will be taught the basics of MATLAB by using a top-down approach. That is, you will start directly by solving problems and stop in the required places to learn about the fundamentals of programming.

• You will learn the MATLAB syntax and the various commands used in it.
• You will understand the methods and the ways to use the commands in different scenarios.
• You will learn to manipulate your own calculations and comparisons
• You will learn about the use of arrays.
• You will learn about the Functions used along with plotting, creating movies, creating figures etc

• You will animate the manipulator motion using ImageMagick.
• Here you will learn about the simulation part
• And you will learn how to create a movie clip along with the spatial motions of Robotic arm
• You will learn how the FOR loop plays a role in the programming
• And how the “hold on” command works
• And about the arrays and linspace commands

In this module, you will write code to simulate an Air Standard Cycle.

• Your code will solve the piston kinematics equation to calculate the volume trace.
• Your code will create PV diagrams for different operating conditions.
• You will learn how to work on various thermodynamic relationships
• You will learn about the pressure-volume variations.
• And you will learn how the order of the program is significant
• Functions can be cleared through this challenge
• You will also learn about the plots, legends used in the graphs
• Finally, you will learn about the piston kinematics

• Implement BDF and FDF methods to solve ODEs
• Learn about the real use of differential equations
• How the differential equations connect to the real-world applications and how to solve those differential equations
• You will learn about the ODE solvers, and also about the syntax of ODE’s, and also about various supplementary commands

• An engineer needs to understand the dependence between system input and output. Curve-fits are a great tool to do this. In this module, you will learn how to perform curve fits with MATLAB.
• Curve fits and regression are the part of Machine learning and Neural Networks
• Curve fitting helps you to make a comparison study with the original ideal data set with the experimental one 
• And you will learn about the polynomials and their best fits
• You will learn about the PolyFit and PolyVal commands
• You will know how to calculate the errors
• You will learn about SSR, SSE, SST

• Genetic Algorithm is a procedure to optimize multi-parameter systems. It is used to optimize different types of systems and processes.
• You will learn about the optimization techniques used in industries
• Genetic Algorithm is one of the optimization techniques used widely and you will learn how GA works
• You can easily optimize their values using the Genetic Algorithm
• You will know about the GA syntax and how to get the global maxima 
• You will also learn about the options, they can include apart from the default one and also about the stalagmite functions and how it works.
• And also about the population size, number of generations, fitness value, and termination of further generations

• Array manipulations
• Plotting and understanding the relationship between 2 variables
• Looping using one or more looping conditions

• Understanding the relationship between 2 variables using plots
• Saving plots and creating animations using ImageMagick
• Using tables 

• Using odeint to solve initial value differential equations
• Create a pendulum using the available coordinates
• Plotting and saving images
• Creating an animation using ImageMagick

• Curve fitting using the scipy module
• Learning how to check how well the data has been fit

• Using an iterative solver
• Understanding how to use while loops

• Taking data from a file and manipulate the data to create meaningful plots
• Make necessary calculations
• Automate the post-processing procedure

You will learn to model simple geometry using SOLIDWORKS. You will also learn how to set up a fluid study in SOLIDWORKS, and understand necessary boundary conditions, along with the initial conditions to run the simulation. In this module, you will learn how to change the mesh settings as well. 

You will be trained in the following. 

• Simulating flow through a pipe is a classical CFD problem. It offers insight into the various inputs that go into running a CFD simulation.
• Introduction to parametric studies and grid dependency test.
• Understand the concepts of global maxima and global minima. 

• Simulate the flow over a 2D NACA airfoil
• Calculate the drag and lift forces for the various angles of attacks.

• Perform transient analysis at different valve lifts
• Create a plot of lift vs mass flow rate

In this module, you will be introduced to the concept of moving reference frame while also learning about the rotating body feature in SOLIDWORKS.

You will perform the following projects within this module, 

• Using the MRF approach to simulate flow through a Centrifugal pump
• Plotting a pump performance curve