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Math For Machine Learning Courses

Courses in Math for Machine Learning can help you learn linear algebra, calculus, probability, and statistics. You can build skills in data analysis, model evaluation, and algorithm optimization. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI and artificial intelligence projects. You'll also explore techniques like gradient descent and matrix factorization, which are crucial for developing effective machine learning models.


Popular Math For Machine Learning Courses and Certifications


  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Quantum Mechanics for Engineers

    Skills you'll gain: Electrical Engineering, Numerical Analysis, Linear Algebra, Physics, Angular, Applied Mathematics, Advanced Mathematics, Mathematical Modeling, Engineering Analysis, Calculus, Differential Equations, Simulations, Physical Science

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
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    105 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
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    Vanderbilt University

    Microsoft 365 Copilot for Leaders

    Skills you'll gain: Prompt Engineering, Microsoft Copilot, ChatGPT, Ideation, Verification And Validation, Succession Planning, Microsoft 365, Target Audience, Business Writing, Responsible AI, Generative AI, Microsoft Teams, Leadership, Meeting Facilitation, Organizational Leadership, Productivity Software, Creativity, AI Enablement, Complex Problem Solving, Strategic Communication

    4.8
    Rating, 4.8 out of 5 stars
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    1.7K reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
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    Skillshare

    Blender for Beginners

    Skills you'll gain: Animations, 3D Modeling, 3D Assets, Computer Graphics, Visualization (Computer Graphics), Post-Production, Computer Graphic Techniques, Graphical Tools, Motion Graphics, Timelines, Graphics Software, User Interface (UI), Creativity, File Management, Image Quality, Layout Design, Software Versioning, Software Installation

    4.8
    Rating, 4.8 out of 5 stars
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    11 reviews

    Beginner · Specialization · 3 - 6 Months

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    Coursera

    Optimize Python for Agentic AI

    Skills you'll gain: Performance Tuning, Artificial Intelligence, Maintainability, Python Programming, Performance Analysis, Software Architecture, Technical Writing, Program Standards

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Status: Free Trial
    Free Trial
    C

    Coursera

    Communication Channels for Project Success

    Beginner · Course · 1 - 4 Weeks

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    C

    Creo Incubator

    Critical Thinking for Decision Making

    Skills you'll gain: Critical Thinking, Critical Thinking and Problem Solving, Analytical Skills, Analysis, Problem Solving, Decision Making, Curiosity, Complex Problem Solving, Research, Strategic Decision-Making, Open Mindset

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    FPGA Design for Embedded Systems

    Skills you'll gain: Field-Programmable Gate Array (FPGA), Hardware Design, Verification And Validation, Electronic Systems, Embedded Systems, Electronics Engineering, Application Specific Integrated Circuits, Electronic Hardware, Electrical and Computer Engineering, Systems Design, Program Development, Integrated Development Environments, System Design and Implementation, Computer Architecture, Eclipse (Software), Computational Logic, Hardware Architecture, Software Development, Development Testing, Test Case

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
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    1.7K reviews

    Intermediate · Specialization · 3 - 6 Months

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    M

    Macquarie University

    Artificial Intelligence (AI) Education for Teachers

    Skills you'll gain: Data Ethics, Responsible AI, Computational Thinking, Design Thinking, Artificial Intelligence, Creativity, Ethical Standards And Conduct, Artificial Intelligence and Machine Learning (AI/ML), Data Literacy, Digital pedagogy, Data-Driven Decision-Making, Machine Learning, Data Quality, Computer Science, Computer Programming, Algorithms

    4.7
    Rating, 4.7 out of 5 stars
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    945 reviews

    Beginner · Course · 1 - 3 Months

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    Y

    Yale University

    Rocket Science for Everyone

    Skills you'll gain: Global Positioning Systems, Wireless Networks, General Networking, Communication Systems, Mechanics, Telecommunications, Technical Communication, Physics, Environmental Monitoring

    4.9
    Rating, 4.9 out of 5 stars
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    669 reviews

    Beginner · Course · 1 - 3 Months

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    Creo Incubator

    Pitch and Storytelling for Leaders

    Skills you'll gain: Data Storytelling, Storytelling, Brand Strategy, Presentations, Sales Presentations, Public Speaking, Drive Engagement, Persuasive Communication, Verbal Communication Skills, Communication, Entrepreneurship

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Sustainability for Business

    Skills you'll gain: Sustainable Business, Corporate Sustainability, Stakeholder Engagement, Environmental Social And Corporate Governance (ESG), Sustainability Reporting, Performance Measurement, Strategic Partnership, Sustainable Development, Corporate Strategy, Sustainability Standards, Supply Management, Procurement, Business Strategies, Business Operations, Strategic Communication, Business Leadership, Organizational Strategy, Supply Chain Management, Systems Thinking, Communication

    4.4
    Rating, 4.4 out of 5 stars
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    28 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: New
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    C

    Coursera

    Practical Project Management for Managers

    Skills you'll gain: Stakeholder Communications, Crisis Management, Smart Goals, Agile Project Management, Leadership and Management, Leadership, Business Leadership, Case Studies

    Intermediate · Course · 1 - 4 Weeks

Searches related to math for machine learning

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In summary, here are 10 of our most popular math for machine learning courses

  • Quantum Mechanics for Engineers: University of Colorado Boulder
  • Microsoft 365 Copilot for Leaders: Vanderbilt University
  • Blender for Beginners: Skillshare
  • Optimize Python for Agentic AI: Coursera
  • Communication Channels for Project Success: Coursera
  • Critical Thinking for Decision Making: Creo Incubator
  • FPGA Design for Embedded Systems: University of Colorado Boulder
  • Artificial Intelligence (AI) Education for Teachers: Macquarie University
  • Rocket Science for Everyone: Yale University
  • Pitch and Storytelling for Leaders: Creo Incubator

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