• 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 often teach linear algebra, calculus, probability, and statistics, providing a solid foundation for understanding algorithms. You can build skills in optimization techniques, data analysis, and model evaluation, which are crucial for effective machine learning applications. Many courses introduce tools like Python libraries such as NumPy and TensorFlow, which help you implement mathematical concepts in AI projects and enhance your ability to work with data-driven models.

Popular Math For Machine Learning Courses and Certifications


  • Status: Free Trial
    Free Trial
    P

    Packt

    Git and GitHub for DevOps Engineers

    Skills you'll gain: GitHub, Git (Version Control System), Devops Tools, Version Control, DevOps, Amazon Web Services, Collaborative Software, Software Versioning, Linux, Code Review

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    N

    Northeastern University

    Foundations for Data Analytics Part 1

    Skills you'll gain: Exploratory Data Analysis, Data Wrangling, Data Structures, Time Series Analysis and Forecasting, Unsupervised Learning, Data Analysis, Data Manipulation, Machine Learning Algorithms, Computational Thinking, Descriptive Statistics, Data Processing, Data Preprocessing, Data Cleansing, Programming Principles, Data Visualization, Python Programming, Algorithms, Model Evaluation

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Mobile Marketing Strategies for Digital Growth

    Skills you'll gain: Email Marketing, Marketing Strategies, Data-Driven Marketing, Online Advertising, Social Media Campaigns, Social Media Marketing, Marketing Effectiveness, Marketing Channel, Strategic Marketing, Cross-Channel Marketing, Campaign Management, Digital Marketing, Marketing Analytics, Customer Engagement, Marketing, Advertising, Data-Driven Decision-Making, Customer experience improvement, Advertising Campaigns, Promotions and Campaigns

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    Edureka

    Debugging & Testing for Software Delivery

    Skills you'll gain: Continuous Delivery, Software Development Tools, Site Reliability Engineering, Incident Management, Memory Management, Incident Response, Performance Testing, Root Cause Analysis, CI/CD

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Creo Incubator

    Effective supervision for managers and leaders

    Skills you'll gain: Team Building, Emotional Intelligence, Empathy & Emotional Intelligence, Active Listening, Negotiation, Composure, Supervision, Team Collaboration, Leadership, Stakeholder Engagement, Team Leadership, Team Motivation, Employee Performance Management, Relationship Management, Performance Management, Empowerment, Leadership Development, Team Performance Management, Stakeholder Analysis, Discussion Facilitation

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Apply Statistical Analysis Using Minitab for Beginners

    Skills you'll gain: Minitab, Data Visualization, Predictive Analytics, Statistical Visualization, Data Visualization Software, Statistical Analysis, Data-Driven Decision-Making, Descriptive Statistics, Statistical Software, Data Analysis, Data Analysis Software

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    C

    Coursera

    Mastering KiCAD: Open-Source PCB Design for Beginners

    Skills you'll gain: Design Software, Diagram Design, Technical Design, Design, Open Source Technology, Software Installation, Data Import/Export

    4.2
    Rating, 4.2 out of 5 stars
    ·
    32 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    N

    Niel Asher Education

    Clinical Rehab Strategies for Shoulder Dysfunction

    Skills you'll gain: Rehabilitation, Exercise Therapy, Exercise Science, Patient Evaluation, Orthopedics, Physical Therapy, Sports Medicine, Kinesiology, Human Musculoskeletal System, Anatomy, Pain Management, Athletic Training, Clinical Assessment, Cognitive Behavioral Therapy, Patient Observation, Mental Health Therapies

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    Edureka

    Generative AI Tools for Modern Software Engineering

    Skills you'll gain: Performance Tuning, Software Development Tools, Code Review, AI Security, Collaborative Software, Integrated Development Environments, AI Workflows, Generative AI, Software Engineering, Software Technical Review, Application Security, Software Development, Prompt Engineering, AI Personalization, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Debugging, Software Development Life Cycle, Automation, Analysis

    5
    Rating, 5 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 1 - 4 Weeks

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

    SkillsBooster Academy

    AI for Reporting and Presentation Design

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Prompt Engineering Tools, Presentations, Microsoft PowerPoint, Data Presentation, Anthropic Claude, Google Gemini, Data Visualization, AI literacy, Microsoft Copilot, Generative AI, Performance Reporting, Business Reporting, Visual Design, Content Creation, Artificial Intelligence, Google Workspace, Creative Design, Target Audience

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    Master QuickBooks Online and Desktop for Bookkeeping

    Skills you'll gain: QuickBooks (Accounting Software), Reconciliation, Month End Closing, Ledgers (Accounting), Payroll, Payroll Systems, Accounting Software, Payroll Processing, Transaction Processing, Payroll Administration, Balancing (Ledger/Billing), Billing & Invoicing, Payroll Reporting, Accruals, Invoicing, Accounts Receivable, Project Accounting, Bookkeeping, Accounting, Finance

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    L

    LearnQuest

    Strategic Foundations for CRO Leadership

    Skills you'll gain: Sales Pipelines, Sales Process, Sales Management, Regional Sales, Sales Enablement, Sales Development, Sales Territory Management, Sales Strategy, Sales, Sales Training, Talent Management, Talent Recruitment, Revenue Management, Cross-Functional Team Leadership, Cross-Functional Collaboration, Employee Coaching, Talent Acquisition, Customer Relationship Management (CRM) Software, Data-Driven Decision-Making, Target Market

    Beginner · Course · 1 - 4 Weeks

1…242243244…834

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

  • Git and GitHub for DevOps Engineers: Packt
  • Foundations for Data Analytics Part 1: Northeastern University
  • Mobile Marketing Strategies for Digital Growth: EDUCBA
  • Debugging & Testing for Software Delivery: Edureka
  • Effective supervision for managers and leaders: Creo Incubator
  • Apply Statistical Analysis Using Minitab for Beginners: EDUCBA
  • Mastering KiCAD: Open-Source PCB Design for Beginners: Coursera
  • Clinical Rehab Strategies for Shoulder Dysfunction: Niel Asher Education
  • Generative AI Tools for Modern Software Engineering: Edureka
  • AI for Reporting and Presentation Design: SkillsBooster Academy

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