Name: Python for Mechanical Engineers
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Created byShriram K

Last updated 4/2026

English

What you'll learn

Python Programming in Mechanical Engineering
How to use Python to solve and analyze engineering problem
Use Python for Data Analysis
Use of Python in Simulation Softwares

Course content

10 sections • 54 lectures • 12h 42m total length

Introduction to Course and Curriculum8:27
In this section we will see basics of python and importance of python in Engineering
Python Installation6:36
If you have python installed already you can skip to next video
Installing the Anaconda7:35
This video explains to install Anaconda navigator a python distributor. We will be using Anaconda through out the course
How to access the resource and files1:28
In this lecture we will see how to access resource files and open it in jupyter notebook

Program_1 - Projectile Motion13:04
Program - 2 - Von Misses Failure Theory Plots21:18
In this lecture we will learn the how to analyse stress values according to failure theories.
Program - 3 - Analysis of Beams - Shear force and Bending Moment Diagrams18:30
Program - 4 - Analysis of Beams SFD and BMD - Part-220:38
Program - 5 - Kinematic Analysis of mechanisms23:08
Program - 6 - Use of Python Script in Design and Simulation Softwares5:38
This lecture is for demonstration that how python scripts are used in design, simulation, softwares
Program - 7 - Fatigue Criteria22:33
In this lecture we are going to learn about calculating the fatigue criteria
Plot the Shear Force Diagram and Bending Moment Diagram of the beam

Program - 1 Solving Ordinary Differential Equation with Scipy ODEINT9:11
Program - 1 - Analyse the simple spring mass system with python.26:26
Program 3 - Single Degree freedom of System with SciPy ODEINT19:03
In this lecture SDOF problem will be solved using ODEINT module from SciPy
Program - 3 - Plot the frequency response of the spring mass system13:50
In this lecture we will plot the frequency response of system
Program - 4 - Natural Frequency Calculation - Eigen Value Problem13:43
In this lecture it is demonstrated, how natural frequencies are calculated with SciPy linalg module.
Program - 5 - Frequency response of Multi Degree Freedom System21:38
This lecture demonstrate the generate the frequency response of MDOF system
Quarter Car Suspension - Model Equation12:36
Quarter Car Suspension Model Equation Part-210:59
Quarter Car Suspension Model - Sine Wave Profile Road Surface16:13
Quarter Car Suspension - Road with single bump7:00
Assignment - Quarter Car Suspension Model

Program - 1 - Plot and visualize the streamlines of the fluid flow11:28
We will learn how to plot stream lines of the fluid.
Program - 2 - Analyse the Diesel Cycle with python Program.37:03
Program - 3 - One Dimensional Heat Equation with Animated Plot28:33
The one-dimensional (1D) heat equation is the standard PDE that models how temperature diffuses along a thin rod (or in any 1D domain) over time.
In heat equation, α is the thermal diffusivity of the material.
Thermal diffusivity measures how quickly temperature disturbances spread through the material; higher αα means faster diffusion and faster smoothing of the temperature profile.
Program - 4 - Temperature Distribution - 2D Heat Transfer Problem16:24
Program - 5 - Flow Over Cylinder - Stream Line Plot14:28
Program - 6 - Flow Over Cylinder :- Pressure Distribution8:19

Requirements

Understanding of concepts in mechanical engineering
No Prior Programming Knowledge Needed

Description

This Course will bring awareness of importance of python and applications of python in solving engineering problems. We will see some important libraries like SciPy, Numpy, Matplotlib, Pandas etc. used in scientific computation.

This course includes Python Programs on Mechanics, Machine Design, Fluid Mechanics, Thermal Science, Heat Transfer, Vibrations, Optimization etc. It has covered various types of plots including line plots and 2D,3D contours plots where we can use this in visualizing engineering data.

We will review how to make plots as well as how to make interactive plots, analyze test data and some optimization part.

It covers from basic to advanced programs in mechanical fields.

It has following sections

1. Basic Concepts in Python

2.Programs on Mechanics, Machine Design etc.

3. Programs on Mechanical Vibrations

4. Programs on Fluid Mechanics, Thermal Science and Heat Problems.

5. Programs on Engineering Mathematics

6. Some Advanced programs like FFT use, Filter, Data Analysis.

7. Build Interactive GUI application

What you will learn,

- Importance of python in mechanical fields in research and computations.

- Basics of Python programs from engineering point of view.

- Learn to solve engineering problems.

- Make yourself ready for one step ahead.

- You can build a project on yourself in your favorite domain.

- You will be able to use loops, functions, different libraries, custom functions to solve engineering problems.

Who this course is for:

Beginner Python user in mechanical, civil engineering field
All Level

What you'll learn

Explore related topics

Course content

Introduction4 lectures • 24min

Basics of Python5 lectures • 1hr 1min

Numpy Library - Working with Arrays/Matrices3 lectures • 31min

Plotting the data with Matplotlib Library for Python7 lectures • 1hr 21min

Programs on Mechanics, Machine Design7 lectures • 2hr 5min

Programs on Mechanical Vibration10 lectures • 2hr 31min

Programs on Thermal System6 lectures • 1hr 56min

Engineering Math4 lectures • 59min

Advanced Engineering Program4 lectures • 1hr 4min

Build Interactive GUI applications using Tkinter Librar - SFD and BMD Calculator4 lectures • 50min

Requirements

Description

Who this course is for: