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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: New
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    Coursera

    Master Java Build Tools for ML Projects

    Skills you'll gain: Build Tools, CI/CD, Software Development Tools, Java, Gradle, Apache Maven, MLOps (Machine Learning Operations), Package and Software Management, Dependency Analysis

    Advanced · Course · 1 - 4 Weeks

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    Michigan State University

    Avatar Psychology for Designers

    Skills you'll gain: Persona (User Experience), Research Design, Game Design, Design, Animation and Game Design, User Experience Design, Diversity Awareness, Augmented and Virtual Reality (AR/VR), Psychology, User Research, Cultural Sensitivity

    3.8
    Rating, 3.8 out of 5 stars
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    27 reviews

    Beginner · Course · 1 - 4 Weeks

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    AI CERTs

    AI For Data Analysts

    Skills you'll gain: Agentic systems, Responsible AI, Data Pipelines, Law, Regulation, and Compliance, Data Ethics, Model Evaluation, Information Privacy, Data Processing, AI Workflows, Data Analysis, No-Code Development, Analytical Skills, Machine Learning, Artificial Intelligence, Real Time Data, Ethical Standards And Conduct, Machine Learning Algorithms, Data Collection

    Intermediate · Course · 1 - 3 Months

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    Macquarie University

    Structure, Funding and Negotiation For Startups

    Skills you'll gain: Value Propositions, Entrepreneurship, Social Impact, Target Audience, Customer Insights, Data-Driven Decision-Making, Strategic Partnership, Business Development, Presentations, Business Modeling, Relationship Building, New Product Development, Negotiation, Due Diligence, Fundraising, Financial Statements

    Beginner · Course · 1 - 3 Months

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    Coursera

    Procurement for Governments

    Skills you'll gain: Supplier Relationship Management, Procurement, Vendor Management, Ethical Standards And Conduct, Purchasing, Business Ethics, Strategic Sourcing, Governance, Social Impact, Compliance Management, Contract Management, Supply Chain, Accountability, Due Diligence, Risk Management

    4.6
    Rating, 4.6 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 4 Weeks

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    California Institute of the Arts

    World Design for Video Games

    Skills you'll gain: Game Design, Conceptual Design, Technical Communication, Virtual Environment, Storytelling, Visualization (Computer Graphics), Design Strategies, Creative Design, Aesthetics, Design Research

    4.5
    Rating, 4.5 out of 5 stars
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    821 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Datadog for Beginners: Monitoring Made Simple

    Skills you'll gain: System Monitoring, Technical Communication, Incident Management, Application Performance Management, Cloud Applications, Continuous Monitoring, Software Visualization, Anomaly Detection, Real Time Data, Software Installation

    Beginner · Course · 1 - 4 Weeks

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    Khalifa University

    AI for Executives: AI for Customer Relationship Management

    Skills you'll gain: AI Personalization, Sales Enablement, Customer Data Management, Sales Management, AI Enablement, Customer experience improvement, Predictive Analytics, AI Product Strategy, Customer Insights, Customer Engagement, Advanced Analytics, Large Language Modeling, Fraud detection, Artificial Intelligence, Data Integration, Network Analysis, User Feedback, Technology Roadmaps, Change Management

    Beginner · Course · 1 - 3 Months

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    University of Colorado Boulder

    Engineering Foundation for Building Energy Systems

    Skills you'll gain: Building Services Engineering, Architectural Engineering, HVAC, Building Design, Energy and Utilities, Engineering, Thermal Management, Sustainable Engineering, Engineering Calculations, Engineering Analysis, Climate Change Mitigation

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Illinois Urbana-Champaign

    Financial Analysis - Skills for Success

    Skills you'll gain: Financial Statements, Financial Statement Analysis, Financial Forecasting, Financial Accounting, Variance Analysis, Financial Analysis, Income Statement, Balance Sheet, Performance Measurement, Management Accounting, Return On Investment, Revenue Forecasting, Financial Management, Profit and Loss (P&L) Management, Cost Management, Financial Data, Budgeting, Finance, Accounting, Cash Flows

    4.7
    Rating, 4.7 out of 5 stars
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    478 reviews

    Beginner · Specialization · 1 - 3 Months

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    Yale University

    Planetary Health for Nurses

    Skills you'll gain: Public Health, Climate Change Adaptation, Nursing, Health Education, Infectious Diseases, Nurse Education, Community Health, Health Disparities, Environmental Science, Health Assessment, Environmental Issue, Chronic Diseases, Health Systems, Emergency Response

    4.6
    Rating, 4.6 out of 5 stars
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    25 reviews

    Intermediate · Course · 1 - 3 Months

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    J

    Jordan University of Science and Technology

    Immunology for all

    Skills you'll gain: Immunology, Public Health and Disease Prevention, Laboratory Testing, Diagnostic Tests, Public Health, Pathology, Infectious Diseases, Physiology, General Medicine, Microbiology, Medical Terminology, Cell Biology, Oncology, Molecular Biology

    Beginner · Course · 1 - 3 Months

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

  • Master Java Build Tools for ML Projects: Coursera
  • Avatar Psychology for Designers: Michigan State University
  • AI For Data Analysts: AI CERTs
  • Structure, Funding and Negotiation For Startups: Macquarie University
  • Procurement for Governments: Coursera
  • World Design for Video Games: California Institute of the Arts
  • Datadog for Beginners: Monitoring Made Simple: Coursera
  • AI for Executives: AI for Customer Relationship Management: Khalifa University
  • Engineering Foundation for Building Energy Systems: University of Colorado Boulder
  • Financial Analysis - Skills for Success: University of Illinois Urbana-Champaign

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