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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


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    EDUCBA

    Apply Java Concepts Through a Real-World Case Study

    Skills you'll gain: JUnit, Software Documentation, Application Design, Software Testing, Performance Tuning, Data Persistence

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of California San Diego

    Algorithmic Toolbox

    Skills you'll gain: Algorithms, Program Development, Debugging, Development Testing, Software Testing, Computational Thinking, Test Case, Computer Programming, Programming Principles, Data Structures, Theoretical Computer Science, Design Strategies

    4.6
    Rating, 4.6 out of 5 stars
    ·
    13K reviews

    Intermediate · Course · 1 - 3 Months

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    Arizona State University

    Classification and Planned Experiments

    Skills you'll gain: Experimentation, Research Design, Statistical Modeling, Statistical Methods, Applied Machine Learning, Supervised Learning, Logistic Regression, Predictive Modeling, Statistical Programming, Statistical Analysis, Statistical Inference, Simulation and Simulation Software, Probability & Statistics, Data Science, Data Visualization, Simulations, Data Analysis, Data Analysis Software

    Intermediate · Course · 1 - 4 Weeks

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    Microsoft

    Core generative models and techniques

    Skills you'll gain: Generative AI, Generative Model Architectures, MLOps (Machine Learning Operations), Generative Adversarial Networks (GANs), Model Deployment, Microsoft Azure, PyTorch (Machine Learning Library), Image Analysis, Deep Learning, Model Evaluation, Tensorflow, Prototyping, Image Quality, Time Series Analysis and Forecasting, Forecasting

    Intermediate · Course · 1 - 4 Weeks

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    Pragmatic AI Labs

    Hugging Face Hub and Ecosystem Fundamentals

    Skills you'll gain: Hugging Face, Model Deployment, Transfer Learning, MLOps (Machine Learning Operations), Data Processing, Model Evaluation, Image Analysis, Natural Language Processing, Applied Machine Learning, Data Pipelines, Knowledge of Apple Hardware

    Intermediate · Course · 1 - 3 Months

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    Packt

    Deep Learning and Advanced Techniques

    Skills you'll gain: Model Deployment, Transfer Learning, Keras (Neural Network Library), Deep Learning, Applied Machine Learning, Tensorflow, PyTorch (Machine Learning Library), Convolutional Neural Networks, Artificial Neural Networks, Machine Learning Methods, Application Frameworks, Model Evaluation, Performance Tuning

    Advanced · Course · 1 - 4 Weeks

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    Google

    AI Fundamentals

    Skills you'll gain: Responsible AI, Multimodal Prompts, Artificial Intelligence, Gemini, Generative AI, Business Writing, Technical Writing, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
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    103 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Michigan

    Web Applications for Everybody

    Skills you'll gain: Database Design, SQL, MySQL, PHP (Scripting Language), Relational Databases, JSON, jQuery, Hypertext Markup Language (HTML), Javascript and jQuery, Ajax, Databases, Data Modeling, Database Application, Database Development, Debugging, Web Applications, Object Oriented Programming (OOP), Web Development, Secure Coding, Javascript

    4.7
    Rating, 4.7 out of 5 stars
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    9.3K reviews

    Intermediate · Specialization · 3 - 6 Months

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    The Museum of Modern Art

    Modern Art & Ideas

    Skills you'll gain: Art History, Liberal Arts, Aesthetics, Creativity, Cultural Diversity, Storytelling, Social Impact, Design

    4.8
    Rating, 4.8 out of 5 stars
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    6.9K reviews

    Beginner · Course · 1 - 3 Months

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    Google

    Attract and Engage Customers with Digital Marketing

    Skills you'll gain: Google Ads, Search Engine Optimization, Digital Marketing, Keyword Research, Target Audience, Search Engine Marketing, Pay Per Click Advertising, Persona Development, Marketing, Marketing Strategies, Advertising, Customer Engagement, Web Analytics

    4.8
    Rating, 4.8 out of 5 stars
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    7.7K reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Optimize Deep Learning: Tune PyTorch Models

    Skills you'll gain: Model Deployment, Model Evaluation, PyTorch (Machine Learning Library), Transfer Learning, Performance Tuning, Debugging, MLOps (Machine Learning Operations), Deep Learning, Scalability, Artificial Neural Networks

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Align AI: Ethics, Strategy & Excellence

    Skills you'll gain: Responsible AI, Data Ethics, Organizational Strategy, Artificial Intelligence, Strategic Leadership, Cross-Functional Collaboration, Governance, Artificial Intelligence and Machine Learning (AI/ML), Decision Making, Business Ethics, Business Management, Technology Roadmaps, Ethical Standards And Conduct, Data Governance, Enterprise Architecture, Scalability, Risk Mitigation

    Intermediate · Course · 1 - 4 Weeks

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

  • Apply Java Concepts Through a Real-World Case Study: EDUCBA
  • Algorithmic Toolbox: University of California San Diego
  • Classification and Planned Experiments: Arizona State University
  • Core generative models and techniques: Microsoft
  • Hugging Face Hub and Ecosystem Fundamentals: Pragmatic AI Labs
  • Deep Learning and Advanced Techniques: Packt
  • AI Fundamentals: Google
  • Web Applications for Everybody: University of Michigan
  • Modern Art & Ideas: The Museum of Modern Art
  • Attract and Engage Customers with Digital Marketing: Google

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