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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


  • D

    Duke University

    ESG Essentials for Sustainable Business

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), Sustainable Business, Sustainable Development, Corporate Sustainability, Sustainability Standards, Stakeholder Engagement, Environmental Issue, Stakeholder Management, Business Ethics, Social Impact, Stakeholder Analysis, Governance, Accountability, Strategic Thinking, Business Communication, Trend Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    174 reviews

    Beginner · Course · 1 - 4 Weeks

  • V

    Vanderbilt University

    Generative AI for University Leaders

    Skills you'll gain: Generative AI, AI Enablement, AI Product Strategy, Innovation, AI Integrations, AI powered creativity, Curriculum Development, AI literacy, Responsible AI, Automation, Workforce Development, Business Strategy

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.1K reviews

    Beginner · Course · 1 - 4 Weeks

  • D

    Duke University

    Impact Measurement & Management for the SDGs

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), Sustainability Standards, Sustainable Development, Sustainable Business, Corporate Sustainability, Sustainability Reporting, Performance Measurement, Social Impact, Stakeholder Engagement, Investment Management, Governance, Performance Analysis, Stakeholder Management, Goal Setting, Asset Management, Stakeholder Analysis, Data-Driven Decision-Making, Portfolio Management, Verification And Validation, Accountability

    4.8
    Rating, 4.8 out of 5 stars
    ·
    654 reviews

    Mixed · Course · 1 - 3 Months

  • U

    University of Colorado System

    Introduction to Cybersecurity for Business

    Skills you'll gain: Risk Analysis, Cybersecurity, Risk Management, Cyber Attacks, Cryptographic Protocols, Cyber Security Assessment, Vulnerability Assessments, Encryption, Network Security, Data Security, Cryptography, Security Awareness, Information Assurance, Public Key Infrastructure, Authentications, Data Integrity, Network Protocols

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.1K reviews

    Beginner · Course · 1 - 3 Months

  • B

    Board Infinity

    Effective Supervision for Managers and Leaders

    Skills you'll gain: Professionalism, Team Performance Management, Constructive Feedback, Conflict Management, Drive Engagement, Management Training And Development, Recognizing Others, De-escalation Techniques, Performance Review, Change Management, Employee Coaching, Employee Performance Management, Supervision, Organizational Change, Team Leadership, Leadership and Management, Emotional Intelligence, Delegation Skills, Leadership, Team Building

    Beginner · Specialization · 1 - 3 Months

  • U

    University of Minnesota

    Advanced Models for Decision Making

    Skills you'll gain: Operations Research, Supply Chain Planning, Supply Chain, Transportation, Supply Chain, and Logistics, Workforce Management, Resource Planning, Business Analytics, Applied Mathematics, Mathematical Modeling, Manufacturing Operations, Operations Management, Workforce Planning, Financial Modeling, Inventory Control, Business Analysis, Microsoft Excel, Production Process, Resource Allocation, Analytics, Cash Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    60 reviews

    Beginner · Course · 1 - 4 Weeks

  • 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 California, Irvine

    iOS Development for Creative Entrepreneurs

    Skills you'll gain: Swift Programming, Objective-C (Programming Language), iOS Development, Core Data (Software), Apple iOS, Video Game Development, Game Design, User Interface (UI), Model View Controller, JSON, User Interface (UI) Design, UI Components, Mobile Development, User Interface and User Experience (UI/UX) Design, OAuth, Memory Management, Responsive Web Design, Prototyping, Animation and Game Design, Human Computer Interaction

    4.5
    Rating, 4.5 out of 5 stars
    ·
    710 reviews

    Beginner · Specialization · 3 - 6 Months

  • N

    Northwestern University

    Leadership Communication for Maximum Impact: Storytelling

    Skills you'll gain: Leadership, Strategic Communication, Storytelling, Visual Storytelling, Media Relations, Stakeholder Communications, Brand Strategy, Innovation, Crisis Management, Communication, Branding

    4.5
    Rating, 4.5 out of 5 stars
    ·
    1.4K reviews

    Mixed · Course · 1 - 4 Weeks

  • P

    Packt

    QuickBooks Desktop for Real-World Bookkeeping

    Skills you'll gain: QuickBooks (Accounting Software), Reconciliation, Accounting Software, Financial Reporting, Bookkeeping, Sales Management, Business Reporting, Ledgers (Accounting), Accounting and Finance Software, Small Business Accounting, Expense Management, Accounting Records, Accounting Systems, Accounts Payable, Payment Processing and Collection, Standard Accounting Practices, Accounting, Accounts Receivable, User Accounts, Transaction Processing

    Beginner · Course · 1 - 3 Months

  • S

    Scrum Alliance

    AI for Product Owners

    Skills you'll gain: AI Product Strategy, Responsible AI, Prompt Engineering, User Story, Data Ethics, Prompt Engineering Tools, Agile Product Development, AI Enablement, Agile Methodology, Scrum (Software Development), Backlogs, AI Integrations, Artificial Intelligence, AI Workflows, Product Requirements, Product Management, Product Strategy, Customer experience improvement, Estimation

    3.5
    Rating, 3.5 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 3 Months

  • P

    Politecnico di Milano

    Technologies and platforms for Artificial Intelligence

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Cloud Platforms, Deep Learning, Hardware Architecture, Cloud Services, Information Technology, Internet Of Things, Computer Hardware, Cloud Computing, Embedded Systems, Data Centers, Application Development

    4.8
    Rating, 4.8 out of 5 stars
    ·
    94 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • ESG Essentials for Sustainable Business: Duke University
  • Generative AI for University Leaders : Vanderbilt University
  • Impact Measurement & Management for the SDGs: Duke University
  • Introduction to Cybersecurity for Business: University of Colorado System
  • Effective Supervision for Managers and Leaders: Board Infinity
  • Advanced Models for Decision Making: University of Minnesota
  • Trustworthy AI for Healthcare Management: Politecnico di Milano
  • iOS Development for Creative Entrepreneurs: University of California, Irvine
  • Leadership Communication for Maximum Impact: Storytelling: Northwestern University
  • QuickBooks Desktop for Real-World Bookkeeping: Packt

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