Breaking Ice with Air-Cushion Vehicle
In this project, you will learn to use the Newton-Raphson method. Here, you'll understand the effects of using a relaxation factor and learn how to use plots and tables to visualiz…
Mechanical · Course
Python for Mechanical Engineers
A comprehensive course on programming for Mechanical Engineers using Python. This course is highly suited for beginners
- Duration
- 4 weeks
- Content
- 4 hours
- Projects
- 2
- Mode
- Online
OverviewWhat you'll
What you'll
be able to do.
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.
Tools you'll use
Python
Curriculum6 modules,
Get the full syllabus ↓6 modules,
built with industry.
01Python for Mechanical Engineers
- Introduction to PythonW01
- 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
- This module provides an introduction to Python using different mathematical operations and performing operations such as,
- Plotting and VisualizationW02
- 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,
- 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.
- Solving Dynamic EquationsW03
- 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 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.
- Curve Fitting and RegressionW04
- 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
- Understanding Iterative SolversW05
- 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?
- Data AnalysisW06
- 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.
- Introduction to PythonW01
Industry projects2 projects
2 projects
you'll ship.
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.
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.
Go further
Part of a PG program.
PG program · 24 weeksAutomation & Pre-Processing for FEA & CFD AnalysisThis course plus 6 others, with placement support.→PG program · 48 weeksHybrid Electric Vehicle Design and AnalysisThis course plus 6 others, with placement support.→PG program · 12 weeksCFD Solver DevelopmentThis course plus 6 others, with placement support.→PG program · 8 weeksMATLAB Python and CFD using Solidworks for Mechanical Engineering ApplicationsThis course plus 2 others, with placement support.→PG program · 32 weeksMechanical Engineering Essentials ProgramThis course plus 4 others, with placement support.→
FeeOne fee.
One fee.
Everything included.
Become job ready with our comprehensive industry focused curriculum for freshers & early career professionals
Premium
₹40,000
Inclusive of all charges- 1 Year Access
- Personalized Page
- Live Individual & Group Sessions
- Personalized & Hands-On
- Job-Oriented Industry Relevant Curriculum
FAQQuestions,
Questions,
answered.
Will this course help me learn Python?
This course on the Skill-Lync platform best way to learn the Python language.
What is the duration of this Python course?
The duration of this online certification course is two months.
What is the mode of this online learning program?
The mode of this certification course is online.
How can students clear their doubts?
The doubt solving procedure is extremely easy. You get access to a professional engineer who can help you with doubts clarification via telephone or email support.
Can I take this certification course for free?
No, you cannot take this certification course for free.
Does the Skill-Lync platform provide job guidance?
Yes, the Skill-Lync platform provides job guidance to its post-graduate program students.
How can I get a refund for this online certification course?
To know about the refund policy, you must get in touch with the enquiry desk at the Skill-Lync platform.
When can I start this certification course?
You can begin this certification course as soon as you pay the enrolment fee.
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