• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Degrees
​
Log In
Join for Free
  • Browse
  • Math For Machine Learning

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


  • E

    Edureka

    Generative AI Essentials for Finance and Accounting

    Skills you'll gain: Prompt Engineering, Generative AI, Prompt Engineering Tools, Miro AI, Financial Accounting, Cash Flow Forecasting, Accounting, Cash Flows, Data Processing

    3.9 stars, 10 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 3.9 (10) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Master OpenCV Fundamentals for Real-Time Computer Vision

    Skills you'll gain: Computer Vision, Image Analysis, Real Time Data, Model Training, Python Programming, Development Environment, Data Preprocessing, Software Installation

    4.2 stars, 23 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.2 (23) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Analyze & Apply Cost Accounting for Managerial Decisions

    Skills you'll gain: Cost Accounting, Management Accounting, Variance Analysis, Cost Benefit Analysis, Profit and Loss (P&L) Management, Specialized Accounting, Gross Profit, Accounting, Estimation, Business Planning, Performance Measurement, Accounting Systems, Ledgers (Accounting), Cost Estimation, Financial Analysis, Cost Management, Accounting Records, Analysis, Operational Analysis, Resource Allocation

    Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    GenAI for Product R&D Teams

    Skills you'll gain: AI Product Strategy, Prompt Engineering Tools, Generative AI, Innovation, AI literacy, AI powered creativity, New Product Development, Product Development, Responsible AI, Process Development, AI Enablement, AI Integrations, Ethical Standards And Conduct, Project Management

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Fundamentals for Implementing a Hypertension Program

    Skills you'll gain: Blood Pressure, Medication Dispensation, Medical Management, Pharmacist Assistance, Pharmacy Operations, Healthcare Project Management, Nursing Management, Community Health, Care Management, Chronic Diseases, Pharmaceuticals, Medication Administration, Medication Therapy Management, Patient Evaluation, Public Health and Disease Prevention, Pharmacotherapy, Clinical Supervision, Health Disparities, Health Equity, Diagnostic Tests

    4.9 stars, 33 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (33) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • S

    SkillUp

    Practice Test for CompTIA Data+ Certification

    Skills you'll gain: Data Visualization, Analysis

    5 stars, 9 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 5 (9) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Design HR Systems for Startup Success

    Skills you'll gain: Human Resources Management and Planning, Human Resource Strategy, Workforce Planning, Human Resources, Business Planning, Workforce Development, Workforce Management, Succession Planning, Human Resources Information System (HRIS), Human Capital, People Development, Staff Management, Capacity Planning, Organizational Structure, Employee Performance Management, Key Performance Indicators (KPIs), Job Analysis, Performance Management, Performance Measurement, Goal Setting

    Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    Strategic Leadership: Visionary Skills for Success

    Skills you'll gain: Strategic Leadership, Business Leadership, Change Management, Organizational Change, Leadership, Organizational Leadership, Communication Strategies, Visionary, Leadership Development, Decision Making, Communication, Executive Presence, Culture Transformation, Leadership and Management, Strategic Decision-Making, Organizational Strategy, Emotional Intelligence, Empathy & Emotional Intelligence, Negotiation, Empathy

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Data Storytelling for Data Professionals

    Skills you'll gain: Data Storytelling, Data Presentation, Storytelling, Interactive Data Visualization, Data Visualization, Data Literacy, Data Visualization Software, Presentations, Data-Driven Decision-Making, Persuasive Communication, Driving engagement

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Corporate Finance Essentials for Business Decisions

    Skills you'll gain: Working Capital, Corporate Finance, Cash Management, Capital Budgeting, Financial Management, Governance, Finance, Financial Modeling, Financial Analysis, Cash Flows, Performance Analysis, Performance Measurement, Financial Statement Analysis, Business, Return On Investment, Investment Management, Budgeting, Financial Policy, Investments, Decision Making

    Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • P

    Packt

    Strategic Growth Leadership for Managers

    Skills you'll gain: Sales Management, Growth Strategies, Strategic Leadership, Customer Relationship Management (CRM) Software, Sales Strategy, Business Leadership, Customer Relationship Management, Drive Engagement, Leadership Development, Sales Process, Team Motivation, Business Strategy, Leadership, Plan Execution, Team Performance Management, Organizational Effectiveness, Strategic Decision-Making, Customer experience strategy (CX), Team Management, Growth Mindedness

    Advanced · Course · 1 - 3 Months

  • C

    Coursera

    Optimize Kafka for Speed & Availability

    Skills you'll gain: Apache Kafka, Data Loss Prevention, Performance Tuning, System Monitoring, Prometheus (Software), Scalability, Data Integrity, Real Time Data, Grafana, Process Optimization, Distributed Computing, Command-Line Interface, Content Strategy

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
1…219220221…834

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

  • Generative AI Essentials for Finance and Accounting: Edureka
  • Master OpenCV Fundamentals for Real-Time Computer Vision: EDUCBA
  • Analyze & Apply Cost Accounting for Managerial Decisions: EDUCBA
  • GenAI for Product R&D Teams: Coursera
  • Fundamentals for Implementing a Hypertension Program: Johns Hopkins University
  • Practice Test for CompTIA Data+ Certification: SkillUp
  • Design HR Systems for Startup Success: EDUCBA
  • Strategic Leadership: Visionary Skills for Success: Coursera
  • Data Storytelling for Data Professionals: Packt
  • Corporate Finance Essentials for Business Decisions: EDUCBA

Other topics to explore

Arts and Humanities
338 courses
Business
1095 courses
Computer Science
668 courses
Data Science
425 courses
Information Technology
145 courses
Health
471 courses
Math and Logic
70 courses
Personal Development
137 courses
Physical Science and Engineering
413 courses
Social Sciences
401 courses
Language Learning
150 courses

Coursera Footer

Skills

  • Accounting
  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • Human Resources (HR)
  • Microsoft Excel
  • Project Management
  • Python
  • SQL

Professional Certificates

  • Google AI Certificate
  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM AI Engineering Certificate
  • IBM AI Product Manager Certificate
  • IBM Data Science Certificate
  • Intuit Academy Bookkeeping Certificate

Courses & Specializations

  • AI Essentials Specialization
  • AI For Business Specialization
  • AI For Everyone Course
  • AI in Healthcare Specialization
  • Deep Learning Specialization
  • Excel Skills for Business Specialization
  • Financial Markets Course
  • Machine Learning Specialization
  • Prompt Engineering for ChatGPT Course
  • Python for Everybody Specialization

Career Resources

  • Career Aptitude Test
  • CAPM Certification Requirements
  • CompTIA A+ Certification Requirements
  • CompTIA Security+ Certification Requirements
  • Essential IT Certifications
  • High-Income Skills to Learn
  • How to Learn Artificial Intelligence
  • PMP Certification Requirements
  • Popular Cybersecurity Certifications
  • Share your Coursera learning story

Coursera

  • About
  • What We Offer
  • Leadership
  • Careers
  • Catalog
  • Coursera Plus
  • Professional Certificates
  • MasterTrack® Certificates
  • Degrees
  • For Enterprise
  • For Government
  • For Campus
  • Become a Partner
  • Social Impact
  • Free Courses
  • Udemy

Community

  • Learners
  • Partners
  • Beta Testers
  • Blog
  • The Coursera Podcast
  • Tech Blog

More

  • Press
  • Investors
  • Terms
  • Privacy
  • Help
  • Accessibility
  • Contact
  • Articles
  • Directory
  • Affiliates
  • Modern Slavery Statement
  • Do Not Sell/Share
Learn Anywhere
Download on the App Store
Get it on Google Play
Logo of Certified B Corporation
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok