GaugeHow – Mechanical Engineering Skills Platform

Python for Mechanical Engineers

Learn Python Programming, NumPy, Pandas, and Matplotlib with Mechanical Engineering–Focused Examples.

This course teaches Python programming from scratch with a direct focus on mechanical engineering applications. You start by learning the basics like Python setup, writing your first program, variables, operators, input/output, and working in the interactive shell.

You will use NumPy for numerical computations, array operations, trigonometric functions, matrices, and other tasks used in mechanical design and analysis. Pandas is introduced for data handling like Series, DataFrames, indexing, slicing, Excel and CSV processing, pivot tables, and mechanical engineering-related analysis examples.

Throughout the course, ChatGPT is used as a learning assistant for debugging, code explanation, plotting help, and data-analysis support.

By Chintan Morsiya · PhD Research Scholar, SVNIT

Beginner

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Learn 40+ Mech Tools

Requirements

No prior programming experience required
Basic understanding of mechanical engineering concepts helpful

What to expect from this course

You will learn Python basics, the significance of Python in mechanical engineering, how to set up your environment, run your first program, use variables, literals, comments, type casting, and input/output functions with ChatGPT support.

You will understand operators, precedence, logical operations, and interactive Python scripting.

You will study control flow with if–else statements, for and while loops, loop control statements, nested loops, and multiple engineering-related examples.

You will learn functions, arguments, variable scope, global keywords, built-in modules, third-party modules, and user-defined modules with practical examples.

You will gain hands-on experience with NumPy, including array creation, indexing, slicing, arithmetic operations, matrix operations, string and trigonometric functions, and examples in mechanical engineering.

You will learn Pandas for data analysis like Series, DataFrames, indexing, slicing, manipulation, pivot tables, Excel/CSV operations, multi-indexing, and mechanical engineering data examples.

You will learn Matplotlib for visualization through basic plots, advanced plots, engineering-specific charts, and using ChatGPT for custom plot generation.

The Curriculum

Module 1: Python Introduction

Overview of Python
Significance of Python in Mechanical Engineering
Setting Up Python Environment
Run Your First Program
Python Interactive Shell and Scripts

Module 2: Python Variables

Module 3: Python Input/Output & Operators

Module 4: Control Flow Basics

Module 5: Loops & ChatGPT Assistance

Module 6: Functions and Modules

Module 7: NumPy Fundamentals

Module 8: NumPy Functions & Mechanical Examples

Module 9: Pandas for Data Analysis

Module 10: Plotting and Visualization using Matplotlib

Module 1: Python Introduction

Overview of Python
Significance of Python in Mechanical Engineering
Setting Up Python Environment
Run Your First Program
Python Interactive Shell and Scripts

Module 2: Python Variables

Module 3: Python Input/Output & Operators

Module 4: Control Flow Basics

Module 5: Loops & ChatGPT Assistance

Module 6: Functions and Modules

Module 7: NumPy Fundamentals

Module 8: NumPy Functions & Mechanical Examples

Module 9: Pandas for Data Analysis

Module 10: Plotting and Visualization using Matplotlib

Module 1: Python Introduction

Overview of Python
Significance of Python in Mechanical Engineering
Setting Up Python Environment
Run Your First Program
Python Interactive Shell and Scripts

Module 2: Python Variables

Module 3: Python Input/Output & Operators

Module 4: Control Flow Basics

Module 5: Loops & ChatGPT Assistance

Module 6: Functions and Modules

Module 7: NumPy Fundamentals

Module 8: NumPy Functions & Mechanical Examples

Module 9: Pandas for Data Analysis

Module 10: Plotting and Visualization using Matplotlib

Learn from Subject Experts:

Courses are created and reviewed by professionals with real manufacturing and design experience, ensuring every lesson is accurate, practical, and industry-ready.

Learning That Works:

Complex topics are broken down into simple, actionable lessons that engineers can implement immediately.

Learn from Subject Experts:

Courses are created and reviewed by professionals with real manufacturing and design experience, ensuring every lesson is accurate, practical, and industry-ready.

Learning That Works:

Complex topics are broken down into simple, actionable lessons that engineers can implement immediately.

Learn from Subject Experts:

Courses are created and reviewed by professionals with real manufacturing and design experience, ensuring every lesson is accurate, practical, and industry-ready.

Learning That Works:

Complex topics are broken down into simple, actionable lessons that engineers can implement immediately.

Advance Your Engineering Career

Learn what Mechanical Engineers actually use at work.

40+ Practical Courses covering Design, Analysis, Manufacturing, Robotics & Automation.

Join All Courses

This Course includes:

3-4 Weeks (2-3 Hours/Week)
Unlimited Lifetime Access
Downloadable PDF E-Books
Certificate of Completion
Quizzes & Knowledge Checks
Downloadable Resources & Notes

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Build Your Complete Manufacturing Skillset

40+ industry-focused courses covering CAD Design, FEA Simulation, CNC Programming, Robotics, Quality Control, and Smart Factory automation.

Everything Modern Engineers Need to Succeed.

Siemens NX for Mechanical Engineers

Learn 3D CAD, Assembly, Drafting, Sheet Metal & Surface Modeling from Zero to Advanced with Practical Projects.

Each module focuses on skills actually used in mechanical design, product development, tooling, manufacturing, and automotive/aerospace engineering.

You’ll also learn how to use ChatGPT as a design assistant for commands, workflows, troubleshooting, and design ideas, making your work faster and smarter.

Featured

Beginner

COMSOL Multiphysics Essentials

Get hands-on with COMSOL's main tools for electrical systems, fluid flow, heat, structures, and pipes covering how engineers use them across different fields.

Control your models by creating variables, using formulas, and importing data from files all with AI support.

Build and manage 3D geometries, work with materials from libraries, and understand how they behave in complex simulations.

Complete real projects on meshing, solving, plotting results, and simulating mechanical systems like friction and rollers.

By the end, you'll know how to build complete engineering models in COMSOL from start to finish.

Featured

Advanced

View Courses

Our Courses

Build Your Complete Manufacturing Skillset

40+ industry-focused courses covering CAD Design, FEA Simulation, CNC Programming, Robotics, Quality Control, and Smart Factory automation.

Everything Modern Engineers Need to Succeed.

Siemens NX for Mechanical Engineers

Learn 3D CAD, Assembly, Drafting, Sheet Metal & Surface Modeling from Zero to Advanced with Practical Projects.

Each module focuses on skills actually used in mechanical design, product development, tooling, manufacturing, and automotive/aerospace engineering.

You’ll also learn how to use ChatGPT as a design assistant for commands, workflows, troubleshooting, and design ideas, making your work faster and smarter.

Featured

Beginner

COMSOL Multiphysics Essentials

Get hands-on with COMSOL's main tools for electrical systems, fluid flow, heat, structures, and pipes covering how engineers use them across different fields.

Control your models by creating variables, using formulas, and importing data from files all with AI support.

Build and manage 3D geometries, work with materials from libraries, and understand how they behave in complex simulations.

Complete real projects on meshing, solving, plotting results, and simulating mechanical systems like friction and rollers.

By the end, you'll know how to build complete engineering models in COMSOL from start to finish.

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Learn Digital Twin Concepts, Architecture, Simulation, AI Integration, PLM, Smart Manufacturing & Future Innovations.

You will understand how digital replicas improve efficiency, decision-making, and system optimization across manufacturing and engineering.

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Course Categories

Learn What Actually Matters

From CAD Design to Digital Manufacturing

Core Mechanical Fundamentals

Engineering Drawing

GD&T

Basics of IC Engine

Manufacturing Technologies

Basics of Material Handling

Best for: 1st & 2nd Year Engineering Students

CAD / Product Design & Modeling

AutoCAD

SolidWorks 2024

CATIA V5

Siemens NX

PTC Creo

Fusion 360

Simulation using SpaceClaim

FreeCAD

Best for: 1st & 2nd Year Engineering Students

CAE, Simulation & Multiphysics

Basics of FEA with ANSYS

ABAQUS CAE

ANSYS Fluent

Autodesk CFD

OpenFOAM for CFD

EV Battery Cooling

COMSOL Multiphysics

Best for: 3rd & 4th Year Engineering Students

Programming, Automation & Robotics

MATLAB Programming

Python for Mechanical Engineers & Robotics

PLC Programming and Automation

Introduction to Mechatronics (Robotics)

C and C++ for Mechanical Engineers

Best for: 3rd & 4th Year Engineering Students

Manufacturing Excellence & Productivity

CNC Programming

Basics of 6 Sigma

TQM, Kaizen and 5S System

Lean Manufacturing Tools

7 QC Tools

Engineering Metrology & 3D Measurement

Uncertainty Measurement and of ISO 17025:2017

Best for: 3rd & 4th Year Engineering Students

Industry 4.0 & Smart Manufacturing

Introduction to Industry 4.0

3D Printing (Additive Manufacturing) for Industry 4.0

Digital Twins

Industrial Internet of Things (IIoT)

Basics of Digital Manufacturing

Smart Materials Science

Material Informatics

Best for: Working Professionals Upgrading to Industry 4.0 and Digital Manufacturing roles

Course Categories

Learn What Actually Matters

From CAD Design to Digital Manufacturing

Core Mechanical Fundamentals

Engineering Drawing

GD&T

Basics of IC Engine

Manufacturing Technologies

Basics of Material Handling

Best for: 1st & 2nd Year Engineering Students

CAD / Product Design & Modeling

AutoCAD

SolidWorks 2024

CATIA V5

Siemens NX

PTC Creo

Fusion 360

Simulation using SpaceClaim

FreeCAD

Best for: 1st & 2nd Year Engineering Students

CAE, Simulation & Multiphysics

Basics of FEA with ANSYS

ABAQUS CAE

ANSYS Fluent

Autodesk CFD

OpenFOAM for CFD

EV Battery Cooling

COMSOL Multiphysics

Best for: 3rd & 4th Year Engineering Students

Programming, Automation & Robotics

MATLAB Programming

Python for Mechanical Engineers & Robotics

PLC Programming and Automation

Introduction to Mechatronics (Robotics)

C and C++ for Mechanical Engineers

Best for: 3rd & 4th Year Engineering Students

Manufacturing Excellence & Productivity

CNC Programming

Basics of 6 Sigma

TQM, Kaizen and 5S System

Lean Manufacturing Tools

7 QC Tools

Engineering Metrology & 3D Measurement

Uncertainty Measurement and of ISO 17025:2017

Best for: 3rd & 4th Year Engineering Students

Industry 4.0 & Smart Manufacturing

Introduction to Industry 4.0

3D Printing (Additive Manufacturing) for Industry 4.0

Digital Twins

Industrial Internet of Things (IIoT)

Basics of Digital Manufacturing

Smart Materials Science

Material Informatics

Best for: Working Professionals Upgrading to Industry 4.0 and Digital Manufacturing roles

Course Categories

Learn What Actually Matters

From CAD Design to Digital Manufacturing

Core Mechanical Fundamentals

Engineering Drawing

GD&T

Basics of IC Engine

Manufacturing Technologies

Basics of Material Handling

Best for: 1st & 2nd Year Engineering Students

CAD / Product Design & Modeling

AutoCAD

SolidWorks 2024

CATIA V5

Siemens NX

PTC Creo

Fusion 360

Simulation using SpaceClaim

FreeCAD

Best for: 1st & 2nd Year Engineering Students

CAE, Simulation & Multiphysics

Basics of FEA with ANSYS

ABAQUS CAE

ANSYS Fluent

Autodesk CFD

OpenFOAM for CFD

EV Battery Cooling

COMSOL Multiphysics

Best for: 3rd & 4th Year Engineering Students

Programming, Automation & Robotics

MATLAB Programming

Python for Mechanical Engineers & Robotics

PLC Programming and Automation

Introduction to Mechatronics (Robotics)

C and C++ for Mechanical Engineers

Best for: 3rd & 4th Year Engineering Students

Manufacturing Excellence & Productivity

CNC Programming

Basics of 6 Sigma

TQM, Kaizen and 5S System

Lean Manufacturing Tools

7 QC Tools

Engineering Metrology & 3D Measurement

Uncertainty Measurement and of ISO 17025:2017

Best for: 3rd & 4th Year Engineering Students

Industry 4.0 & Smart Manufacturing

Introduction to Industry 4.0

3D Printing (Additive Manufacturing) for Industry 4.0

Digital Twins

Industrial Internet of Things (IIoT)

Basics of Digital Manufacturing

Smart Materials Science

Material Informatics

Best for: Working Professionals Upgrading to Industry 4.0 and Digital Manufacturing roles

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Very easy to follow. the instructor is easy to understand and the graphics are in line with what is being spoken. This is one of the better courses I've purchased over the last year.

Darren Gregory

Very easy to follow. the instructor is easy to understand and the graphics are in line with what is being spoken. This is one of the better courses I've purchased over the last year.