• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Degrees
​
Log In
Join for Free
  • Browse
  • Machine Design

Machine Design Courses

Machine design courses can help you learn about mechanical components, system dynamics, and material selection. You can build skills in creating detailed design specifications, conducting stress analysis, and optimizing performance through simulations. Many courses introduce tools like CAD software for drafting and modeling, as well as finite element analysis (FEA) tools to evaluate design integrity. You'll also explore manufacturing processes and prototyping techniques, allowing you to apply your knowledge in practical settings.

Popular Machine Design Courses and Certifications


  • G

    Google Cloud

    Machine Learning with Spark on Google Cloud Dataproc

    Skills you'll gain: Model Evaluation, Apache Spark, Google Cloud Platform, Logistic Regression, Predictive Modeling, Big Data, Model Training, Data Preprocessing, Applied Machine Learning

    Intermediate · Project · Less Than 2 Hours

  • C

    Coursera

    Tidymodels in R: Building tidy machine learning models

    Skills you'll gain: Tidyverse (R Package), Model Evaluation, Data Visualization, Clinical Data Management, Statistical Visualization, Data Preprocessing, Data Visualization Software, Model Deployment, Exploratory Data Analysis, Data Manipulation, Data Wrangling, Model Training, Predictive Modeling, Model Optimization, R Programming, Data Processing, R (Software), Ggplot2, Predictive Analytics, Machine Learning

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    D

    Dubai College of Tourism

    Menu Design for Dubai Hospitality

    Skills you'll gain: Restaurant Operation, Revenue Management, Restaurant Management, Hotel And Restaurant Management, Hospitality and Food Services, Sales Strategy, Hospitality Management, Hospitality, Food and Beverage, Cost Accounting, Layout Design, Customer experience improvement, Gross Profit, Graphic and Visual Design, Typography, Copywriting, Analysis

    5
    Rating, 5 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Azure ML Bootcamp: Machine Learning on the Cloud

    Skills you'll gain: Data Preprocessing, Model Deployment, Model Evaluation, Model Optimization, Generative Model Architectures, Feature Engineering, Model Training, Machine Learning Methods, Microsoft Azure, Applied Machine Learning, Machine Learning, Azure DevOps Pipelines, Data Processing, Large Language Modeling, Cloud Deployment, Machine Learning Software, Data Cleansing, Machine Learning Algorithms, Fine-tuning, Classification Algorithms

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Toronto

    GIS Data Acquisition and Map Design

    Skills you'll gain: Geographic Information Systems, Geospatial Information and Technology, Geospatial Mapping, GIS Software, Data Mapping, Spatial Data Analysis, Metadata Management, Quantitative Research, Data Literacy, Spatial Analysis, Typography, Data Cleansing, Data Manipulation, Graphic and Visual Design, Design Elements And Principles, Data Import/Export, File Management

    4.9
    Rating, 4.9 out of 5 stars
    ·
    727 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    CRM Strategies: Analyze, Design & Implement

    Skills you'll gain: Customer Relationship Management, Customer experience strategy (CX), Case Studies, Brand Loyalty, Customer Relationship Building, Customer experience improvement, Customer Analysis, Customer Retention, Customer Engagement, Organizational Strategy, Business Strategy, Competitive Analysis, Business Analysis, Auditing, Market Analysis

    4.5
    Rating, 4.5 out of 5 stars
    ·
    20 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Pragmatic AI Labs

    Design by Provable Contracts

    Skills you'll gain: Computational Logic, Verification And Validation, Rust (Programming Language), Mathematical Modeling, Design Specifications, White-Box Testing, Mathematical Software, Secure Coding, Applied Machine Learning, Programming Principles, Test Tools, Theoretical Computer Science, Scientific Methods, YAML

    Advanced · Course · 1 - 3 Months

  • Status: Preview
    Preview
    N

    National Taiwan University

    機器學習技法 (Machine Learning Techniques)

    Skills you'll gain: Feature Engineering, Autoencoders, Machine Learning Methods, Model Optimization, Deep Learning, Supervised Learning, Statistical Machine Learning, Regression Analysis, Random Forest Algorithm, Decision Tree Learning, Applied Machine Learning, Artificial Neural Networks, Machine Learning Algorithms, Classification Algorithms, Predictive Modeling, Model Training, Dimensionality Reduction, Machine Learning, Embeddings, Model Evaluation

    4.9
    Rating, 4.9 out of 5 stars
    ·
    35 reviews

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    L

    L&T EduTech

    Concrete Multi Storey Building - System Design

    Skills you'll gain: Architectural Drawing, Blueprint Reading, Structural Engineering, Structural Analysis, Building Design, Engineering Drawings, Engineering Documentation, Architectural Engineering, Civil and Architectural Engineering, Building Codes, Design Specifications, Construction Estimating, Civil Engineering, Construction, Engineering Practices, Engineering Calculations, Drafting and Engineering Design, Engineering Plans And Specifications, Technical Documentation, Engineering Software

    4.8
    Rating, 4.8 out of 5 stars
    ·
    97 reviews

    Advanced · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    L

    L&T EduTech

    Steel Multi Storey Building - System Design

    Skills you'll gain: Construction Inspection, Structural Analysis, Structural Engineering, Building Design, Construction, Engineering Plans And Specifications, Building Codes, Building Services Engineering, Architecture and Construction, Industrial Design, Shop Drawing, Architectural Engineering, Construction Engineering, Architectural Design, Engineering Drawings, Computer-Aided Design, Failure Analysis, Technical Drawing, Design Specifications, Engineering Analysis

    4.9
    Rating, 4.9 out of 5 stars
    ·
    55 reviews

    Advanced · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    D

    DeepLearning.AI

    Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning

    Skills you'll gain: Tensorflow, Computer Vision, Model Evaluation, Image Analysis, Convolutional Neural Networks, Keras (Neural Network Library), Deep Learning, Artificial Neural Networks, Model Training, Applied Machine Learning, Artificial Intelligence, Data Preprocessing, Machine Learning

    4.8
    Rating, 4.8 out of 5 stars
    ·
    20K reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    B

    Ball State University

    Cybersecurity and Secure Software Design

    Skills you'll gain: Cryptography, Application Security, Encryption, Authentications, Cybersecurity, Cryptographic Protocols, Data Encryption Standard, Advanced Encryption Standard (AES), Email Security, Network Security, Information Systems Security, Secure Coding, Key Management, Application Development, Public Key Cryptography Standards (PKCS), Public Key Infrastructure, Multi-Factor Authentication, Network Protocols, Data Integrity

    Build toward a degree

    5
    Rating, 5 out of 5 stars
    ·
    8 reviews

    Intermediate · Course · 1 - 3 Months

1…545556…834

In summary, here are 10 of our most popular machine design courses

  • Machine Learning with Spark on Google Cloud Dataproc: Google Cloud
  • Tidymodels in R: Building tidy machine learning models: Coursera
  • Menu Design for Dubai Hospitality: Dubai College of Tourism
  • Azure ML Bootcamp: Machine Learning on the Cloud: Packt
  • GIS Data Acquisition and Map Design: University of Toronto
  • CRM Strategies: Analyze, Design & Implement: EDUCBA
  • Design by Provable Contracts: Pragmatic AI Labs
  • 機器學習技法 (Machine Learning Techniques): National Taiwan University
  • Concrete Multi Storey Building - System Design: L&T EduTech
  • Steel Multi Storey Building - System Design: L&T EduTech

Other topics to explore

Arts and Humanities
338 courses
Business
1095 courses
Computer Science
668 courses
Data Science
425 courses
Information Technology
145 courses
Health
471 courses
Math and Logic
70 courses
Personal Development
137 courses
Physical Science and Engineering
413 courses
Social Sciences
401 courses
Language Learning
150 courses

Coursera Footer

Skills

  • Accounting
  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • Human Resources (HR)
  • Microsoft Excel
  • Project Management
  • Python
  • SQL

Professional Certificates

  • Google AI Certificate
  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM AI Engineering Certificate
  • IBM AI Product Manager Certificate
  • IBM Data Science Certificate
  • Intuit Academy Bookkeeping Certificate

Courses & Specializations

  • AI Essentials Specialization
  • AI For Business Specialization
  • AI For Everyone Course
  • AI in Healthcare Specialization
  • Deep Learning Specialization
  • Excel Skills for Business Specialization
  • Financial Markets Course
  • Machine Learning Specialization
  • Prompt Engineering for ChatGPT Course
  • Python for Everybody Specialization

Career Resources

  • Career Aptitude Test
  • CAPM Certification Requirements
  • CompTIA A+ Certification Requirements
  • CompTIA Security+ Certification Requirements
  • Essential IT Certifications
  • High-Income Skills to Learn
  • How to Learn Artificial Intelligence
  • PMP Certification Requirements
  • Popular Cybersecurity Certifications
  • Share your Coursera learning story

Coursera

  • About
  • What We Offer
  • Leadership
  • Careers
  • Catalog
  • Coursera Plus
  • Professional Certificates
  • MasterTrack® Certificates
  • Degrees
  • For Enterprise
  • For Government
  • For Campus
  • Become a Partner
  • Social Impact
  • Free Courses
  • Udemy

Community

  • Learners
  • Partners
  • Beta Testers
  • Blog
  • The Coursera Podcast
  • Tech Blog

More

  • Press
  • Investors
  • Terms
  • Privacy
  • Help
  • Accessibility
  • Contact
  • Articles
  • Directory
  • Affiliates
  • Modern Slavery Statement
  • Do Not Sell/Share
Learn Anywhere
Download on the App Store
Get it on Google Play
Logo of Certified B Corporation
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok