Python for Mechanical Engineers

About Course

Dive deep into the world of Python for Mechanical Engineers with this comprehensive and **completely free** course! Explore the power of Python to solve complex engineering problems, analyze data, and visualize your findings.

This course, sourced from top platforms like **Udemy**, **Udacity**, **Coursera**, **MasterClass**, **NearPeer**, and more, equips you with the essential Python skills needed to excel in the field.

Master key libraries like **SciPy**, **NumPy**, **Matplotlib**, and **Pandas** for scientific computing, data manipulation, and visualization.

This course covers a wide range of topics, including:

Fundamentals of Python Programming for mechanical engineers
Engineering Applications: Mechanics, Machine Design, Fluid Mechanics, Thermal Science, Heat Transfer, Vibrations, Optimization
Data Visualization: Create impactful line plots, 2D & 3D contour plots, and interactive visualizations for your engineering data.
Advanced Techniques: Learn how to use FFT (Fast Fourier Transform), filters, and data analysis tools for in-depth analysis.

Unlock valuable skills and knowledge with this free course:

Understand the **importance of Python in mechanical engineering research and computations**.
Learn to solve real-world engineering problems using Python.
Gain the confidence to **build your own projects** and take your skills to the next level.
Master **loops, functions, libraries, and custom functions** to solve complex engineering challenges.

Don’t miss out on this opportunity to **learn for free** and become a proficient Python programmer in the mechanical engineering domain.

Course Content

01 – Introduction

A Message from the Professor
002 Python Installation.mp4

00:00
003 Installing the Anaconda.mp4

00:00
004 How to access the resource and files.mp4

00:00

02 – Basics of Python

03 – Numpy Library – Working with ArraysMatrices

04 – Plotting the data with Matplotlib Library for Python

05 – Programs on Mechanics, Machine Design

06 – Programs on Mechanical Vibration

001 Program – 1 Solving Ordinary Differential Equation with Scipy ODEINT.mp4

00:00
002 Program – 1 – Analyse the simple spring mass system with python.mp4

00:00
003 Program 3 – Single Degree freedom of System with SciPy ODEINT.mp4

00:00
004 Program – 3 – Plot the frequency response of the spring mass system.mp4

00:00
005 Program – 4 – Natural Frequency Calculation – Eigen Value Problem.mp4

00:00
006 Program – 5 – Frequency response of Multi Degree Freedom System.mp4

00:00
007 Quarter Car Suspension – Model Equation.mp4

00:00
008 Quarter Car Suspension Model Equation Part-2.mp4

00:00
009 Quarter Car Suspension Model – Sine Wave Profile Road Surface.mp4

00:00
010 Quarter Car Suspension – Road with single bump.mp4

00:00

07 – Programs on Thermal System

08 – Engineering Math

09 – Advanced Engineering Program

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About Course

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Course Content

01 – Introduction

A Message from the Professor

002 Python Installation.mp4

003 Installing the Anaconda.mp4

004 How to access the resource and files.mp4

02 – Basics of Python

001 Data Types in Python.mp4

002 Loops – For Loop.mp4

003 Loops – If Loop.mp4

004 Loops _While Loop.mp4

005 Functions in Python.mp4

03 – Numpy Library – Working with ArraysMatrices

001 Numpy L1.mp4

002 Numpy L2.mp4

003 Numpy L3.mp4

04 – Plotting the data with Matplotlib Library for Python

001 Matplot Library for plotting the data.mp4

002 Matplotlib Figure and Axes.mp4

003 Subplots with Matplotlib.mp4

004 Grid Specs – Plot Layouts.mp4

005 Contour Plots.mp4

006 Surface Plots.mp4

007 Polar Plots.mp4

05 – Programs on Mechanics, Machine Design

001 Program_1 – Projectile Motion.mp4

002 Program – 2 – Von Misses Failure Theory Plots.mp4

003 Program – 3 – Analysis of Beams – Shear force and Bending Moment Diagrams.mp4

004 Program – 4 – Analysis of Beams SFD and BMD – Part-2.mp4

005 Program – 5 – Kinematic Analysis of mechanisms.mp4

006 Program – 6 – Use of Python Script in Design and Simulation Softwares.mp4

007 Program – 7 – Fatigue Criteria.mp4

06 – Programs on Mechanical Vibration

001 Program – 1 Solving Ordinary Differential Equation with Scipy ODEINT.mp4

002 Program – 1 – Analyse the simple spring mass system with python.mp4

003 Program 3 – Single Degree freedom of System with SciPy ODEINT.mp4

004 Program – 3 – Plot the frequency response of the spring mass system.mp4

005 Program – 4 – Natural Frequency Calculation – Eigen Value Problem.mp4

006 Program – 5 – Frequency response of Multi Degree Freedom System.mp4

007 Quarter Car Suspension – Model Equation.mp4

008 Quarter Car Suspension Model Equation Part-2.mp4

009 Quarter Car Suspension Model – Sine Wave Profile Road Surface.mp4

010 Quarter Car Suspension – Road with single bump.mp4

07 – Programs on Thermal System

001 Program – 1 – Plot and visualize the streamlines of the fluid flow.mp4

002 Program – 2 – Analyse the Diesel Cycle with python Program.mp4

003 Program – 3 – One Dimensional Heat Equation with Animated Plot.mp4

004 Program – 4 – Temperature Distribution – 2D Heat Transfer Problem.mp4

005 Program – 5 – Flow Over Cylinder – Stream Line Plot.mp4

006 Program – 6 – Flow Over Cylinder – Pressure Distribution.mp4

08 – Engineering Math

001 Program – 1 – Newton Raphson Method.mp4

002 Program – 2 – Finding Minima of the Function SciPy Library.mp4

003 Program – 3 – Solve Linear Programming Problem – LPP.mp4

004 Program – 4 – Symbolic Mathematics with Sympy Library.mp4

09 – Advanced Engineering Program

001 Program – 1 – Reading the data from the file and plot the data.mp4

002 Program – 2 – Data Filter Application.mp4

003 Program – 3 – Fast Fourier Transform (FFT pack).mp4

004 Program -4 – Animating the Kinematic Mechanism – Pendulum Animation.mp4

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