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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


  • C

    Coursera

    Build your first Machine Learning Pipeline using Dataiku

    Skills you'll gain: Data Import/Export, Model Evaluation, No-Code Development, Exploratory Data Analysis, Predictive Modeling, Applied Machine Learning, Data Pipelines, Data Manipulation, Data Preprocessing, Machine Learning, Time Series Analysis and Forecasting

    4.5
    Rating, 4.5 out of 5 stars
    ·
    60 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Build a Machine Learning Image Classifier with Python

    Skills you'll gain: Data Preprocessing, Keras (Neural Network Library), Model Evaluation, Image Analysis, Data Manipulation, Visualization (Computer Graphics), Convolutional Neural Networks, Applied Machine Learning, Computer Vision, Jupyter, Deep Learning, Python Programming, Machine Learning

    4.1
    Rating, 4.1 out of 5 stars
    ·
    11 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • L

    L&T EduTech

    Design Basics of RCC Buildings

    Skills you'll gain: Architectural Drawing, Blueprint Reading, Structural Engineering, Structural Analysis, Engineering Drawings, Building Design, Engineering Documentation, Architectural Engineering, Building Codes, Civil Engineering, Construction, Engineering Practices, Engineering Calculations

    4.8
    Rating, 4.8 out of 5 stars
    ·
    63 reviews

    Intermediate · Course · 1 - 4 Weeks

  • N

    Northeastern University

    Machine Learning with Small Data Part 1

    Skills you'll gain: Transfer Learning, Small Data, Deep Learning, Applied Machine Learning, PyTorch (Machine Learning Library), Data Preprocessing, Unsupervised Learning, Machine Learning, Generative AI, Data Synthesis, Supervised Learning, Model Evaluation

    Mixed · Course · 1 - 3 Months

  • U

    University of Colorado System

    Software Design Methods and Tools

    Skills you'll gain: Unified Modeling Language, Unit Testing, Software Design, Data Flow Diagrams (DFDs), Object Oriented Design, Software Engineering, Software Development Tools, Software Testing, Program Development, Software Architecture, Ethical Standards And Conduct, Algorithms

    4.7
    Rating, 4.7 out of 5 stars
    ·
    159 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Design infographics with Prezi

    Skills you'll gain: Infographics, Presentations, Data Visualization, Document Management, Business Communication

    Beginner · Guided Project · Less Than 2 Hours

  • E

    EDUCBA

    AutoCAD Architectural Design & Residential Planning

    Skills you'll gain: Architectural Drawing, AutoCAD, Architectural Design, Technical Drawing, Engineering Drawings, Civil and Architectural Engineering, Drafting and Engineering Design, Computer-Aided Design, Building Design, As-Built Drawings, AutoCAD Civil 3D, Architectural Engineering, Structural Engineering, Electrical Wiring, Structural Analysis, Functional Design, Conceptual Design, Layout Design, Construction Estimating, 3D Modeling

    4.8
    Rating, 4.8 out of 5 stars
    ·
    23 reviews

    Beginner · Specialization · 1 - 3 Months

  • E

    Epic Games

    User Experience in Game Design

    Skills you'll gain: Game Design, Unreal Engine, Usability, User Experience, User Interface (UI) Design, Video Game Development, Web Content Accessibility Guidelines, Prototyping, Animations

    4.1
    Rating, 4.1 out of 5 stars
    ·
    24 reviews

    Beginner · Course · 1 - 4 Weeks

  • N

    Northeastern University

    Machine Learning with Small Data Part 2

    Skills you'll gain: Generative AI, Transfer Learning, Generative Adversarial Networks (GANs), Generative Model Architectures, Applied Machine Learning, Small Data, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Machine Learning Methods, Computer Graphics, Machine Learning, Artificial Neural Networks, Image Analysis, Machine Learning Algorithms, Data Synthesis, Simulation and Simulation Software, Computer Vision, Simulations, 3D Modeling

    Mixed · Course · 1 - 3 Months

  • N

    Northeastern University

    Machine Learning and Data Analytics Part 1

    Skills you'll gain: Classification Algorithms, Exploratory Data Analysis, Data Mining, Model Evaluation, Dimensionality Reduction, Regression Analysis, Machine Learning Algorithms, Data Analysis, Big Data, Feature Engineering, Predictive Modeling, Statistical Analysis, Data Preprocessing, Case Studies, Supervised Learning, Project Implementation

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Design, Analyze, and Explain Financial Performance

    Skills you'll gain: Dashboard, Performance Analysis, Variance Analysis, Management Reporting, Financial Reporting, Financial Analysis, Financial Data, Data Storytelling, Report Writing, Business Communication, Key Performance Indicators (KPIs), Data Visualization Software

    Intermediate · Course · 1 - 4 Weeks

  • L

    L&T EduTech

    Design Basics of Steel Buildings

    Skills you'll gain: Structural Analysis, Structural Engineering, Building Design, Building Codes, Construction, Architectural Engineering, Civil Engineering, Engineering Calculations, Sustainable Engineering, Safety Standards

    4.7
    Rating, 4.7 out of 5 stars
    ·
    21 reviews

    Intermediate · Course · 1 - 3 Months

1…474849…834

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

  • Build your first Machine Learning Pipeline using Dataiku : Coursera
  • Build a Machine Learning Image Classifier with Python: Coursera
  • Design Basics of RCC Buildings: L&T EduTech
  • Machine Learning with Small Data Part 1: Northeastern University
  • Software Design Methods and Tools: University of Colorado System
  • Design infographics with Prezi : Coursera
  • AutoCAD Architectural Design & Residential Planning: EDUCBA
  • User Experience in Game Design: Epic Games
  • Machine Learning with Small Data Part 2: Northeastern University
  • Machine Learning and Data Analytics Part 1: Northeastern University

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