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  • Mathematics For Machine Learning

Mathematics for Machine Learning Courses

Mathematics for machine learning courses can help you learn linear algebra, calculus, probability, and statistics. You can build skills in optimization techniques, data analysis, and algorithm development. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI applications. You'll also explore key topics like regression analysis, dimensionality reduction, and neural networks, all of which are crucial for developing effective machine learning models.


Popular Mathematics for Machine Learning Courses and Certifications


  • Status: Free Trial
    Free Trial
    L

    LearnQuest

    Python Scripting for DevOps

    Skills you'll gain: Containerization, Package and Software Management, Unified Modeling Language, Matplotlib, Software Testing, Docker (Software), Unit Testing, Development Testing, CI/CD, Test Automation, Data Manipulation, Pandas (Python Package), Data Visualization, Scripting, Data Modeling, DevOps, Programming Principles, Python Programming, Data Structures, Computer Programming

    4
    Rating, 4 out of 5 stars
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    208 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Algorithms for Battery Management Systems

    Skills you'll gain: Estimation, Simulations, Failure Analysis, Electronic Components, Matlab, Mathematical Modeling, Power Electronics, Systems Engineering, Electrical Power, Thermal Management, Control Systems, High Voltage, Probability, Electronic Systems, Electrical Engineering, Energy and Utilities, Statistical Methods, Simulation and Simulation Software, Numerical Analysis, Scripting

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    2.6K reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Preview
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    K

    Kennesaw State University

    AI for Education (Advanced)

    Skills you'll gain: Prompt Engineering, Data Ethics, Responsible AI, ChatGPT, Artificial Intelligence, Education and Training, Instructing, Collaboration, Pedagogy, Generative AI, Course Development

    4.3
    Rating, 4.3 out of 5 stars
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    20 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    U

    University of Geneva

    Operational Research for Humanitarians

    Skills you'll gain: Research Methodologies, Health Policy, Research, Qualitative Research, Surveys, Community Outreach, Policty Analysis, Research, and Development, Investigation, Ethical Standards And Conduct, Data Collection, Accountability, Case Studies, Decision Making, Adaptability

    4.8
    Rating, 4.8 out of 5 stars
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    150 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
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    D

    Duke University

    Drones for Environmental Science

    Skills you'll gain: Environmental Monitoring, Environmental Regulations, Environmental Laws, Environmental Science, Geospatial Information and Technology, Ethical Standards And Conduct, Global Positioning Systems, Research, Data Management, Critical Thinking

    4.9
    Rating, 4.9 out of 5 stars
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    71 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    McMaster University

    Finance for Everyone: Debt

    Skills you'll gain: Financial Policy, Finance, Credit Risk, General Finance, Corporate Finance, Financial Statements, Financial Analysis, Behavioral Economics, Economics, Case Studies

    4.8
    Rating, 4.8 out of 5 stars
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    147 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    I

    IBM

    Generative AI for UI UX Design

    Skills you'll gain: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Design Research, Persona (User Experience), User Interface and User Experience (UI/UX) Design, Experience Design, AI Product Strategy, User Interface (UI) Design, Brainstorming, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Large Language Modeling, Human Centered Design, User Story, Wireframing, Deep Learning, Ideation, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
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    11K reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: New
    New
    P

    Packt

    Product Management For UX People

    Skills you'll gain: Product Management, Go To Market Strategy, Product Planning, User Experience, Market Analysis, Revenue Management, Product Lifecycle Management, UI/UX Strategy, Product Roadmaps, Product Design, Product Strategy, Sprint Retrospectives, User Interface and User Experience (UI/UX) Design, Marketing Analytics, Product Testing, Sprint Planning, A/B Testing, Driving engagement, Agile Methodology, Stakeholder Management

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    Infosec

    Python for Active Defense

    Skills you'll gain: Cyber Threat Hunting, Threat Detection, Exploit development, System Monitoring, Cybersecurity, Cyber Operations, Continuous Monitoring, Network Security, Network Monitoring, Python Programming, Scripting, Scripting Languages

    4.5
    Rating, 4.5 out of 5 stars
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    82 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Colorado Boulder

    AI for Course Design

    Skills you'll gain: Generative AI, Artificial Intelligence, Education Software and Technology, Responsible AI, Prompt Engineering, Large Language Modeling, ChatGPT, Emerging Technologies

    4.2
    Rating, 4.2 out of 5 stars
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    30 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    A

    Advancing Women in Tech

    Real-World AI for Everyone

    Skills you'll gain: Business Process Automation, AI Product Strategy, Workflow Management, Collaboration, Productivity Software, Artificial Intelligence and Machine Learning (AI/ML), AI Personalization, Generative AI, Responsible AI, Business Communication, Productivity, Operational Efficiency, Administration, Business Operations, Planning, Project Planning, Business Planning, Project Management, Business Administration, Business

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    A

    Arizona State University

    Conflict Management For Everyone

    Skills you'll gain: Conflict Management, Negotiation, Emotional Intelligence, De-escalation Techniques, Active Listening, Communication Strategies, Interpersonal Communications, Composure, Tactfulness, Expectation Management, Social Skills, Collaboration, Brainstorming, Verbal Communication Skills, Interviewing Skills, Empathy, Communication, Follow Through, Strategic Planning, Contingency Planning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    67 reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Python Scripting for DevOps: LearnQuest
  • Algorithms for Battery Management Systems: University of Colorado Boulder
  • AI for Education (Advanced): Kennesaw State University
  • Operational Research for Humanitarians: University of Geneva
  • Drones for Environmental Science: Duke University
  • Finance for Everyone: Debt: McMaster University
  • Generative AI for UI UX Design: IBM
  • Product Management For UX People: Packt
  • Python for Active Defense: Infosec
  • AI for Course Design: University of Colorado Boulder

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