Python for Mechanical Engineers in Hyderabad
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Syllabus
This course is full of best-in-class content by leading faculty and industry experts in the form of videos and projects
Course Overview
In this course you will learn the fundamentals of python coding with basic commands.
The main concepts covered in the course include:
- Solving a differential equation
- Curve fitting and data analysis
- Finding the minimal roots using Newton Raphson method
On completion of this course, students will gain knowledge on understanding the complex coding logics,debug the code and implement the coding logic for the real time applications and for the future projects.
Course Syllabus in Hyderabad
On a daily basis we talk to companies in the likes of Tata Elxsi and Mahindra to fine tune our curriculum.
Week 01-Introduction to Python
- This module provides an introduction to Python using different mathematical operations and performing operations such as,
- Array manipulations
- Plotting and understanding the relationship between 2 variables
- Looping using one or more looping conditions
Week 02-Plotting and Visualization
- In this module, you will write programs that plot the p-v line of an air standard cycle and also create animations for a robotic arm with 2 degrees of freedom and simulate the motion of a pendulum.
- In this module, you will learn the following,
- Understanding the relationship between 2 variables using plots
- Saving plots and creating animations using ImageMagick
- Using tables
- In this module, you will learn the following,
Week 03-Solving Dynamic Equations
- In this module, you will learn to solve ordinary differential equations using the SciPy module. This is of particular interest since differential equations govern the equations of motion for various mechanical systems and this method can be used to numerically solve initial value problems.
- Using odeint to solve initial value differential equations
- Create a pendulum using the available coordinates
- Plotting and saving images
- Creating an animation using ImageMagick
Week 04-Curve Fitting and Regression
- In this module, you will learn how to perform curve fitting using Python.
- Curve fitting finds widespread use in predicting the relationship between different variables for which an existing relationship doesn’t exist.
- Furthermore, curve fitting can also be used as a predictive tool in machine learning and AI to predict what will happen in the future using the trend of the plot.
- Students will learn about,
- Curve fitting using the SciPy module
- Learning how to check how well the data has been fitted
Week 05-Understanding Iterative Solvers
- This module covers iterative solvers, which find widespread use in the solution of polynomial equations, and other aspects like understanding how to obtain the solution in the most optimised manner possible.
- This module also explains,
- How to use an iterative solver
- How to use while loops?
Week 06-Data Analysis
- The final module of the coursework deals with data manipulation, which is used in many industries like CAE and CFD to post-process the results from the simulation.
- This is particularly useful if the same simulation is run multiple times for different configurations, and this code can be used to obtain the data automatically.
- At the end of this module, you will be able to,
- Take data from a file and manipulate the data to create meaningful plots.
- Make the necessary calculations.
- Automate the post-processing procedure.
Our courses have been designed by industry experts to help students achieve their dream careers
Industry Projects in Hyderabad
Our projects are designed by experts in the industry to reflect industry standards. By working through our projects, Learners will gain a practical understanding of what they will take on at a larger-scale in the industry. In total, there are 2 Projects that are available in this program.
Breaking Ice with Air-Cushion Vehicle
Data Analysis
Our courses have been designed by industry experts to help students achieve their dream careers
Ratings & Reviews by Learners
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Instructors profiles
Our courses are designed by leading academicians and experienced industry professionals.
1 industry expert
Our instructors are industry experts along with a passion to teach.
7 years in the experience range
Instructors with 7 years extensive industry experience.
Areas of expertise
- CFD
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