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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
    C

    Coursera

    GenAI for DevOps Practitioners

    Skills you'll gain: Infrastructure as Code (IaC), Responsible AI, Generative AI, DevOps, Devops Tools, CI/CD, Continuous Deployment, AI literacy, Software Documentation, Kubernetes, AI Integrations, Data Ethics, Automation, Innovation, Productivity

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    D

    Dubai College of Tourism

    Introduction to Budgeting for Events

    Skills you'll gain: Budget Management, Budgeting, Events and Conferences, Cost Management, Return On Investment, Event Planning, Operating Budget, Cost Estimation, Cost Control, Cost Reduction, Event Management, Expense Management, Profit and Loss (P&L) Management, Revenue Management, Gross Profit, Financial Analysis

    4.4
    Rating, 4.4 out of 5 stars
    ·
    38 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free
    Free
    A

    Anthropic

    AI Fluency for nonprofits

    Skills you'll gain: Responsible AI, AI literacy, Prompt Engineering, AI Workflows, Artificial Intelligence, Anthropic Claude, Data Ethics, AI Integrations, Decision Intelligence, Information Privacy, Data Analysis, Policy Development

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Power Pages for Beginners: Create Website for Your Company

    Skills you'll gain: Microsoft Power Platform, No-Code Development, Microsoft Power Automate/Flow, Data Integration, HTML and CSS, UI Components, Web Content, Web Design and Development, File Management

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    P

    Politecnico di Milano

    Trustworthy AI for Healthcare Management

    Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, Healthcare Industry Knowledge, Health Systems, Health Care Procedure and Regulation, Ethical Standards And Conduct, AI Integrations, Healthcare Ethics, AI Workflows, Machine Learning, Health Informatics, Verification And Validation, Health Technology, Model Evaluation, Data Governance

    4.6
    Rating, 4.6 out of 5 stars
    ·
    68 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Illinois Urbana-Champaign

    Sustainable Innovation for Subsistence Marketplaces

    Skills you'll gain: Environmental Issue, Solution Design, Sustainable Development, Design Thinking, Business Planning, Human Centered Design, Sustainable Business, Innovation, Entrepreneurship, Economic Development, Needs Assessment, Business Development, Consumer Behaviour, Market Analysis, Market Research, Market Dynamics, Cultural Sensitivity

    Build toward a degree

    4.1
    Rating, 4.1 out of 5 stars
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    125 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    A

    AI CERTs

    Bitcoin for Leaders

    Skills you'll gain: Transaction Processing, Strategic Leadership, Organizational Leadership, Digital Transformation, Risk Analysis, Business Strategies, Governance, Payment Processing, Financial Systems, Strategic Planning

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    S

    SkillsBooster Academy

    Claude Cowork for Automating Processes

    Skills you'll gain: Anthropic Claude, Agentic Workflows, Business Process Automation, Workflow Management, File Management, AI Workflows, AI Orchestration, Automation, Document Management, Agentic systems, Organizational Skills, Generative AI Agents, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Prompt Patterns, Generative AI, Data Management, Prompt Engineering, Business Administration, Business

    4.8
    Rating, 4.8 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    Stanford Online

    AI in Healthcare

    Skills you'll gain: Feature Engineering, Healthcare Industry Knowledge, Health Systems, Healthcare Ethics, Pharmaceuticals, Data Ethics, Clinical Research, Health Care, Clinical Data Management, Clinical Research Ethics, Machine Learning Methods, Managed Care, Unstructured Data, Health Care Procedure and Regulation, Model Deployment, Health Informatics, Model Evaluation, Responsible AI, Machine Learning, Artificial Intelligence

    4.7
    Rating, 4.7 out of 5 stars
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    2.6K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Minnesota

    Simulation Models for Decision Making

    Skills you'll gain: Simulations, Probability Distribution, Probability, Statistical Methods, Simulation and Simulation Software, Probability & Statistics, Microsoft Excel, Solution Design, Excel Formulas, Operations Research, Complex Problem Solving, Excel Macros, Business Modeling, Risk Modeling, Data Modeling, Predictive Modeling, Analysis, Estimation

    4.6
    Rating, 4.6 out of 5 stars
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    69 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Gemini for DevOps Engineers

    Skills you'll gain: Google Gemini, Gemini, Devops Tools, Kubernetes, DevOps, Google Cloud Platform, Generative AI, Build Tools, Development Environment, Infrastructure Architecture, Prompt Engineering

    5
    Rating, 5 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    T

    The University of Sydney

    Academic Skills for University Success: Capstone

    Skills you'll gain: Critical Thinking, Research, Problem Solving, Critical Thinking and Problem Solving, Oral Comprehension, Ethical Standards And Conduct, English Language, Research Methodologies, Verbal Communication Skills, Higher Education, Personal Integrity, Writing, Creative Problem-Solving, Research Reports, Brainstorming, Planning

    4.9
    Rating, 4.9 out of 5 stars
    ·
    1.9K reviews

    Mixed · Course · 1 - 3 Months

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

  • GenAI for DevOps Practitioners: Coursera
  • Introduction to Budgeting for Events: Dubai College of Tourism
  • AI Fluency for nonprofits: Anthropic
  • Power Pages for Beginners: Create Website for Your Company: Coursera
  • Trustworthy AI for Healthcare Management: Politecnico di Milano
  • Sustainable Innovation for Subsistence Marketplaces: University of Illinois Urbana-Champaign
  • Bitcoin for Leaders: AI CERTs
  • Claude Cowork for Automating Processes: SkillsBooster Academy
  • AI in Healthcare: Stanford Online
  • Simulation Models for Decision Making: University of Minnesota

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