Python for Mechanical Engineers

0% EMI Option Available

Domain : Automation, Data Analysis

Pre-requisites : For Mechanical and Aerospace Engineers

Introduction

A Quick Overview

The Python for mechanical engineers course aims at helping students understand the basics of Python from a mechanical engineering perspective. Python is widely used in many industries owing to its ease of use and simple syntax. The course covers topics from the basic variable definition and covers the basic tools in Python to perform mathematical operations and data analysis of text files. 
This knowledge would be of use for mechanical engineers since Python offers widespread applications in the field of automation and data analysis.

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COURSE SYLLABUS

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

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 simulating 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 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

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. 

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

This module also 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 optimized manner possible.
    
  • Using an iterative solver
  • Understanding how to use while loops

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

Projects Overview

Breaking Ice with Air-Cushion Vehicle

In this project, you will learn to use the Newton-Raphson method, which is an iterative solver to solve for the solution of a polynomial equation. Here, you will be understanding the effects of using a relaxation factor and using plots and tables to visualize the results.

These are the steps involved in this project, 
  • Using an iterative solver
  • Understanding how to use while loops
  • Plotting and creating a table

Data Analysis

In this project, you will learn how to manipulate the data from a given text file and create plots for different variables based on user input. 

The steps involved in this project are,
  • Taking data from a file and manipulating the data to create meaningful plots.
  • Calculate engine parameters from the file for the given data
  • Write a program that is modular and can use the same logic to obtain data from files of the same type.

WHO IS THIS COURSE FOR ?

  • Students in Mechanical, Aerospace or Automotive engineering
  • This course is aimed towards helping anyone at any skill level gain a fundamental grasp of Python
  • To help you learn how to use Python to perform various mathematical operations as well as data manipulation

SOFTWARE COVERED

Python

The software that will be used as a part of this course is Python and a compiler for Python, sublime text. Python finds widespread use in the industries, ranging from data analysis for simulations to automation where mundane tasks can be automated to save time.
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Flexible Course Fees

Choose the plan that’s right for you

Basic

1 Month Access

$40.68

per month for 3 months

Access Duration : 1 month Duration for which your course videos, challenges and projects will be made available from the time of enrollment.

Mode of Delivery : Online Lessons are administered by expert instructors with pre-recorded videos of lesson plans.

Project Portfolio : Available An exclusive project portfolio page to showcase your various projects and certifications that can be linked to your online resume and job profiles.

Certification : Available Course completion & merit (top 5%) certificates that can be linked to your online profile to build your professional portfolio.

Email Support : Available Queries & doubts answered via email by our technical support engineers.

Whatsapp Support : Available Access to course-specific Whatsapp Group to connect with peers and have queries & doubts answered by our technical support engineers.

Pro

2 Months Access

$67.8

per month for 3 months

Access Duration : 2 months Duration for which your course videos, challenges and projects will be made available from the time of enrollment.

Mode of Delivery : Online Lessons are administered by expert instructors with pre-recorded videos of lesson plans.

Project Portfolio : Available An exclusive project portfolio page to showcase your various projects and certifications that can be linked to your online resume and job profiles.

Certification : Available Course completion & merit (top 5%) certificates that can be linked to your online profile to build your professional portfolio.

Individual Video Support : 4/month One-on-One zoom support sessions to discuss study plan, progress and to have your queries & doubts answered.

Group Video Support : 4/month Group zoom support sessions to discuss study plan, progress and to have your queries & doubts answered.

Email Support : Available Queries & doubts answered via email by our technical support engineers.

Whatsapp Support : Available Access to course-specific Whatsapp Group to connect with peers and have queries & doubts answered by our technical support engineers.

Telephone Support : Available Queries & doubts answered via telephone by our technical support engineers.

Add-ons Industry Projects : 1 Industry-oriented projects to help you upskill and bolster your resume

Premium

Lifetime Access

$94.91

per month for 3 months

Access Duration : Lifetime Duration for which your course videos, challenges and projects will be made available from the time of enrollment.

Mode of Delivery : Online Lessons are administered by expert instructors with pre-recorded videos of lesson plans.

Project Portfolio : Available An exclusive project portfolio page to showcase your various projects and certifications that can be linked to your online resume and job profiles.

Certification : Available Course completion & merit (top 5%) certificates that can be linked to your online profile to build your professional portfolio.

Individual Video Support : 12/month One-on-One zoom support sessions to discuss study plan, progress and to have your queries & doubts answered.

Group Video Support : 12/month Group zoom support sessions to discuss study plan, progress and to have your queries & doubts answered.

Email Support : Available Queries & doubts answered via email by our technical support engineers.

Whatsapp Support : Available Access to course-specific Whatsapp Group to connect with peers and have queries & doubts answered by our technical support engineers.

Telephone Support : Available Queries & doubts answered via telephone by our technical support engineers.

Add-ons Industry Projects : 2 Industry-oriented projects to help you upskill and bolster your resume

Dedicated Support Engineer : Available Personalized and exclusive hands-on support from an expert engineer assigned to answer your queries & doubts and support your course progress.

Basic

1 Months Access

$40.68

per month for 3 months

Access Duration : 1 month Duration for which your course videos, challenges and projects will be made available from the time of enrollment.

Mode of Delivery : Online Lessons are administered by expert instructors with pre-recorded videos of lesson plans.

Project Portfolio : Available An exclusive project portfolio page to showcase your various projects and certifications that can be linked to your online resume and job profiles.

Certification : Available Course completion & merit (top 5%) certificates that can be linked to your online profile to build your professional portfolio.

Email Support : Available Queries & doubts answered via email by our technical support engineers.

Whatsapp Support : Available Access to course-specific Whatsapp Group to connect with peers and have queries & doubts answered by our technical support engineers.

Pro

2 Months Access

$67.8

per month for 3 months

Access Duration : 2 months Duration for which your course videos, challenges and projects will be made available from the time of enrollment.

Mode of Delivery : Online Lessons are administered by expert instructors with pre-recorded videos of lesson plans.

Project Portfolio : Available An exclusive project portfolio page to showcase your various projects and certifications that can be linked to your online resume and job profiles.

Certification : Available Course completion & merit (top 5%) certificates that can be linked to your online profile to build your professional portfolio.

Individual Video Support : 4/month One-on-One zoom support sessions to discuss study plan, progress and to have your queries & doubts answered.

Group Video Support : 4/month Group zoom support sessions to discuss study plan, progress and to have your queries & doubts answered.

Email Support : Available Queries & doubts answered via email by our technical support engineers.

Whatsapp Support : Available Access to course-specific Whatsapp Group to connect with peers and have queries & doubts answered by our technical support engineers.

Telephone Support : Available Queries & doubts answered via telephone by our technical support engineers.

Add-ons Industry Projects : 1 Industry-oriented projects to help you upskill and bolster your resume

Premium

Lifetime Access

$94.91

per month for 3 months

Access Duration : Lifetime Duration for which your course videos, challenges and projects will be made available from the time of enrollment.

Mode of Delivery : Online Lessons are administered by expert instructors with pre-recorded videos of lesson plans.

Project Portfolio : Available An exclusive project portfolio page to showcase your various projects and certifications that can be linked to your online resume and job profiles.

Certification : Available Course completion & merit (top 5%) certificates that can be linked to your online profile to build your professional portfolio.

Individual Video Support : 12/month One-on-One zoom support sessions to discuss study plan, progress and to have your queries & doubts answered.

Group Video Support : 12/month Group zoom support sessions to discuss study plan, progress and to have your queries & doubts answered.

Email Support : Available Queries & doubts answered via email by our technical support engineers.

Whatsapp Support : Available Access to course-specific Whatsapp Group to connect with peers and have queries & doubts answered by our technical support engineers.

Telephone Support : Available Queries & doubts answered via telephone by our technical support engineers.

Add-ons Industry Projects : 2 Industry-oriented projects to help you upskill and bolster your resume

Dedicated Support Engineer : Available Personalized and exclusive hands-on support from an expert engineer assigned to answer your queries & doubts and support your course progress.

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Frequently Asked Questions

Our instructors are industry experts working in Fortune 500 companies. We partner with them to deliver the lectures online. You will be given access to recorded content and assignments each week.

You should be pursuing or have completed a B.E/B.Tech in Mechanical, Aerospace, Automotive, Production or Manufacturing.


Our support system is amazing!. You can read our reviews on Google to see this. We focus on one-on-one support which no one else does. We will communicate with you through videoconferencing, WhatsApp messages/calls, individual online sessions and also in person. Doubts and queries are addressed by a dedicated support engineer who is assigned to you to walk you through your problem areas and clarify any queries that you may have.


Our courses are crafted after consultation with industry experts. This gives you the opportunity to apply what you have learned only as theory and work on projects that will give you a leg up in your career aspirations - be it an MS admit, a new job or growth within your organization. This course will help you bridge the gap between academia and industry and get you market-ready.

You will have an edge over your peers by working extensively on industry-relevant projects, practice on tools and software that will set you apart and help you in getting ahead of the competition. Our course will strengthen your portfolio to get better grants and scholarship opportunities for MS Admits, explore options in Research & Development, and land that much-coveted job in top core companies. 

Python is an open-source software & available for free.

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  • Vested in your Success

    In the past 12 months, we have placed 200+ students, helped students get over USD 500,000 in scholarships

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    Get access to highly-dedicated technical and customer support teams

  • Continual Learning

    Once you are part of Skill-Lync, you can keep learning relevant skills through LIVE webinars and workshops