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

    Math for Machine Learning Courses Online

    Explore mathematics for machine learning to understand algorithms. Learn about linear algebra, calculus, and probability for ML.

    Skip to search results

    Filter by

    Subject
    Required
     *

    Language
    Required
     *

    The language used throughout the course, in both instruction and assessments.

    Learning Product
    Required
     *

    Build job-relevant skills in under 2 hours with hands-on tutorials.
    Learn from top instructors with graded assignments, videos, and discussion forums.
    Learn a new tool or skill in an interactive, hands-on environment.
    Get in-depth knowledge of a subject by completing a series of courses and projects.
    Earn career credentials from industry leaders that demonstrate your expertise.
    Earn career credentials while taking courses that count towards your Master’s degree.
    Earn your Bachelor’s or Master’s degree online for a fraction of the cost of in-person learning.
    Complete graduate-level learning without committing to a full degree program.
    Earn a university-issued career credential in a flexible, interactive format.

    Level
    Required
     *

    Duration
    Required
     *

    Skills
    Required
     *

    Subtitles
    Required
     *

    Educator
    Required
     *

    Explore the Math for Machine Learning Course Catalog

    • Status: Free Trial
      Free Trial
      S

      Salesforce

      Foundations for Interviewing with Confidence

      Skills you'll gain: Verbal Communication Skills, Interviewing Skills, Professional Development, Communication, Telecommuting, Storytelling, Sales Development, Presentations, Professional Networking, Branding, Personal Attributes, LinkedIn, Rapport Building, Non-Verbal Communication, Relationship Building, Adaptability, Empathy

      4.5
      Rating, 4.5 out of 5 stars
      ·
      84 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Preview
      Preview
      S

      SkillsBooster Academy

      AI Agents 101: Tools for Marketing & Business

      Skills you'll gain: Prompt Engineering, Marketing Strategies, Artificial Intelligence and Machine Learning (AI/ML), Strategic Marketing, Marketing Analytics, Artificial Intelligence, Generative AI, Agentic systems, Content Development and Management, Digital Marketing, Content Creation, Automation, Business Ethics, Customer experience improvement, Machine Learning, Natural Language Processing, Content Management, Creativity, Ethical Standards And Conduct, Interactive Data Visualization

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of California, Irvine

      Interviewing for DS/AI Roles

      Skills you'll gain: Smart Goals, Goal Setting, Interviewing Skills, Professional Networking, Workforce Development, Negotiation, Professional Development, LinkedIn, Artificial Intelligence, Planning, Machine Learning, Compensation and Benefits, Data Science, Applicant Tracking Systems, Data Analysis, Recruitment, Events and Conferences, Data Architecture, Presentations, Needs Assessment

      4.8
      Rating, 4.8 out of 5 stars
      ·
      19 reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Preview
      Preview
      M

      Microsoft

      Generative AI for Data Science

      Skills you'll gain: Generative AI, Large Language Modeling, Data Ethics, LLM Application, Prompt Engineering, Responsible AI, Feature Engineering, Artificial Intelligence, Anomaly Detection, Data Synthesis, Information Privacy

      4.5
      Rating, 4.5 out of 5 stars
      ·
      22 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      A

      Arizona State University

      Feedback and Coaching For Everyone

      Skills you'll gain: Rapport Building, Growth Mindedness, Empathy, Relationship Building, Constructive Feedback, Interpersonal Communications, Social Skills, Verbal Communication Skills, Leadership, Compassion, Collaboration, Mentorship, Teamwork, Empowerment, Decision Making, Active Listening, Independent Thinking, Open Mindset, Conflict Management, Accountability

      4.7
      Rating, 4.7 out of 5 stars
      ·
      156 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Illinois Urbana-Champaign

      Entrepreneurship II: Preparing for Launch

      Skills you'll gain: Entrepreneurship, Go To Market Strategy, Business Planning, New Business Development, Sales Presentations, Financial Forecasting, Entrepreneurial Finance, Business Strategies, Growth Strategies, Business Development, Presentations, Business, Financial Modeling, Business Modeling, Cash Flow Forecasting, Revenue Forecasting, Customer Acquisition Management, Management Training And Development, Team Management, Financial Planning

      4.8
      Rating, 4.8 out of 5 stars
      ·
      755 reviews

      Beginner · Course · 1 - 3 Months

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

      Amazon Web Services

      AWS Generative AI for Developers

      Skills you'll gain: Amazon Bedrock, Prompt Engineering, Responsible AI, Generative AI Agents, Generative AI, LangChain, Large Language Modeling, LLM Application, Prompt Engineering Tools, Artificial Intelligence, AWS SageMaker, Amazon Web Services, AI Personalization, Automation, Application Programming Interface (API), Data Processing, Performance Testing, Data Integration

      4.8
      Rating, 4.8 out of 5 stars
      ·
      20 reviews

      Intermediate · Professional Certificate · 1 - 3 Months

    • Status: Preview
      Preview
      N

      Northeastern University

      Responsible AI for Mental Health

      Skills you'll gain: Responsible AI, Data Ethics, Social Determinants Of Health, Psychiatry, Clinical Research Ethics, Health Equity, Mental Health, Artificial Intelligence, Mental Health Diseases and Disorders, Natural Language Processing, Healthcare Ethics, Data Security, Risk Mitigation, Risk Analysis

      4.6
      Rating, 4.6 out of 5 stars
      ·
      9 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      P

      Packt

      Linux Crash Course for Beginners - 2023

      Skills you'll gain: System Monitoring, Shell Script, Bash (Scripting Language), Unix Shell, User Accounts, Linux Commands, Network Monitoring, Linux, Systems Administration, Linux Administration, Operating System Administration, Unix, Ubuntu, Unix Commands, Network Troubleshooting, System Configuration, File Management, File Systems, Command-Line Interface, Red Hat Enterprise Linux

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      T

      The Linux Foundation

      Using Git for Distributed Development

      Skills you'll gain: Git (Version Control System), Version Control, Open Source Technology, Software Development Tools, Software Versioning, Development Environment, Linux

      4.6
      Rating, 4.6 out of 5 stars
      ·
      592 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      The Need for Systems Engineering

      Skills you'll gain: Systems Engineering, Model Based Systems Engineering, Test Engineering, Systems Thinking, Product Lifecycle Management, Engineering Management, Risk Management Framework, Engineering Design Process, System Requirements, Verification And Validation, Requirements Analysis

      Build toward a degree

      4.8
      Rating, 4.8 out of 5 stars
      ·
      78 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Preview
      Preview
      U

      University of Virginia

      Artificial Intelligence in Marketing

      Skills you'll gain: AI Personalization, Marketing Strategies, Digital Transformation, Marketing, Marketing Analytics, Data-Driven Decision-Making, Artificial Intelligence, Digital Marketing, Business Strategy, Case Studies, Competitive Analysis, Network Analysis, Customer experience improvement, Customer Engagement

      4.6
      Rating, 4.6 out of 5 stars
      ·
      327 reviews

      Beginner · Course · 1 - 4 Weeks

    Searches related to math for machine learning

    data for machine learning
    1…107108109…834

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

    • Foundations for Interviewing with Confidence: Salesforce
    • AI Agents 101: Tools for Marketing & Business: SkillsBooster Academy
    • Interviewing for DS/AI Roles: University of California, Irvine
    • Generative AI for Data Science: Microsoft
    • Feedback and Coaching For Everyone: Arizona State University
    • Entrepreneurship II: Preparing for Launch: University of Illinois Urbana-Champaign
    • AWS Generative AI for Developers: Amazon Web Services
    • Responsible AI for Mental Health: Northeastern University
    • Linux Crash Course for Beginners - 2023: Packt
    • Using Git for Distributed Development: The Linux Foundation

    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

    • Artificial Intelligence (AI)
    • Cybersecurity
    • Data Analytics
    • Digital Marketing
    • English Speaking
    • Generative AI (GenAI)
    • Microsoft Excel
    • Microsoft Power BI
    • Project Management
    • Python

    Certificates & Programs

    • Google Cybersecurity Certificate
    • Google Data Analytics Certificate
    • Google IT Support Certificate
    • Google Project Management Certificate
    • Google UX Design Certificate
    • IBM Data Analyst Certificate
    • IBM Data Science Certificate
    • Machine Learning Certificate
    • Microsoft Power BI Data Analyst Certificate
    • UI / UX Design Certificate

    Industries & Careers

    • Business
    • Computer Science
    • Data Science
    • Education & Teaching
    • Engineering
    • Finance
    • Healthcare
    • Human Resources (HR)
    • Information Technology (IT)
    • Marketing

    Career Resources

    • Career Aptitude Test
    • Examples of Strengths and Weaknesses for Job Interviews
    • High-Income Skills to Learn
    • How Does Cryptocurrency Work?
    • How to Highlight Duplicates in Google Sheets
    • How to Learn Artificial Intelligence
    • Popular Cybersecurity Certifications
    • Preparing for the PMP Certification
    • Signs You Will Get the Job After an Interview
    • What Is Artificial Intelligence?

    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
    • Share your Coursera learning story

    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
    • Manage Cookie Preferences
    Learn Anywhere
    Download on the App Store
    Get it on Google Play
    Logo of Certified B Corporation
    © 2025 Coursera Inc. All rights reserved.
    • Coursera Facebook
    • Coursera Linkedin
    • Coursera Twitter
    • Coursera YouTube
    • Coursera Instagram
    • Coursera TikTok