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

Mathematics for Machine Learning Courses

Mathematics for machine learning courses can help you learn linear algebra, calculus, probability, and statistics. You can build skills in optimization techniques, data analysis, and algorithm development. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI applications. You'll also explore key topics like regression analysis, dimensionality reduction, and neural networks, all of which are crucial for developing effective machine learning models.


Popular Mathematics for Machine Learning Courses and Certifications


  • M

    Microsoft

    Applications of Copilot in the Workplace

    Skills you'll gain: Microsoft Copilot, Microsoft 365, Personalized Campaigns, Sales Enablement, Marketing Automation, Marketing Operations, Customer experience improvement, Generative AI, Business Process Automation, Data-Driven Marketing, Campaign Management, AI Security, Sales Process, Sales Strategy, Customer Service, Business Metrics, AI Personalization, Customer Support, AI Integrations, Critical Thinking

    4.5
    Rating, 4.5 out of 5 stars
    ·
    39 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Elasticsearch: Build, Query & Optimize with ELK

    Skills you'll gain: Real Time Data, Kibana, Query Languages, Data Modeling, Distributed Computing, SQL, NoSQL, Application Programming Interface (API), Scalability, Database Design, Performance Tuning, Text Mining, System Configuration, Geospatial Information and Technology, Document Management

    5
    Rating, 5 out of 5 stars
    ·
    17 reviews

    Mixed · Course · 1 - 3 Months

  • E

    EDUCBA

    Seaborn Python Data Visualization & Analysis

    Skills you'll gain: Seaborn, Plot (Graphics), Matplotlib, Data Visualization, Scatter Plots, Statistical Visualization, Data Presentation, Box Plots, Exploratory Data Analysis, Data Visualization Software, Descriptive Statistics, Data Storytelling, Statistical Methods, Data-Driven Decision-Making, Statistical Modeling, Statistical Analysis, Python Programming, Color Theory

    4.4
    Rating, 4.4 out of 5 stars
    ·
    22 reviews

    Beginner · Specialization · 1 - 3 Months

  • R

    Rice University

    Introduction to Biology: Biodiversity

    Skills you'll gain: Biology, Microbiology, Life Sciences, Molecular, Cellular, and Microbiology, Environment, Environmental Science, Infectious Diseases, Molecular Biology, Cell Biology, Taxonomy

    4.8
    Rating, 4.8 out of 5 stars
    ·
    77 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Copenhagen Business School

    Digital Transformation of Financial Services - Capstone Project

    Skills you'll gain: Case Studies, Financial Services, Digital Transformation, Banking, FinTech, Competitive Analysis, Analysis, Business Analysis, Technology Strategies, Innovation, Business Transformation, Concision

    4.5
    Rating, 4.5 out of 5 stars
    ·
    182 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of California, Irvine

    Identifying, Attracting, and Growing Your Digital Audience

    Skills you'll gain: Persona Development, Marketing Strategies, Digital Brand Strategy, Digital Media Strategy, Target Audience, Social Media Strategy, Social Media Marketing, Customer Analysis, Digital Marketing, Marketing Planning, Customer Acquisition Management, Customer experience improvement, Customer Engagement, Customer Retention, Social Media, Marketing, Target Market, Brand Management, E-Commerce, Experience Design

    4.7
    Rating, 4.7 out of 5 stars
    ·
    303 reviews

    Beginner · Course · 1 - 4 Weeks

  • N

    National Academy of Sports Medicine

    Plant-Based Diets

    Skills you'll gain: Nutrition and Diet, Nutrition Education, Sports Medicine, Health Promotion

    4.5
    Rating, 4.5 out of 5 stars
    ·
    77 reviews

    Beginner · Course · 1 - 4 Weeks

  • I

    Imperial College London

    Global Disease Masterclass: Non-communicable Diseases

    Skills you'll gain: Public Health and Disease Prevention, Epidemiology, Cardiology, Public Health, Chronic Diseases, Health Policy, Health Education, Internal Medicine, Health Promotion, Preventative Care, Medical Science and Research, Pathology, Oncology, Neurology

    4.9
    Rating, 4.9 out of 5 stars
    ·
    119 reviews

    Beginner · Course · 1 - 4 Weeks

  • L

    L&T EduTech

    Electrical Power Generation - An Industrial Outlook

    Skills you'll gain: Electrical Power, Electric Power Systems, Electrical Systems, Control Systems, Electrical Substation, Energy and Utilities, Plant Operations and Management, Electrical Equipment, Three-Phase, Machine Controls, Power Electronics, Automation Engineering, High Voltage, Electrical Engineering, Process Control, Basic Electrical Systems, Thermal Management

    4.5
    Rating, 4.5 out of 5 stars
    ·
    148 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of California San Diego

    Teaching Impacts of Technology in K-12 Education

    Skills you'll gain: Data Ethics, Interactive Learning, Big Data, Cybersecurity, Student Engagement, Pedagogy, General Networking, Blockchain, Digital pedagogy, Algorithms, Data Security, Teaching, digital literacy, Cryptography, Spatial Data Analysis, Technical Communication, Diversity Awareness, Digital Transformation, Diversity Equity and Inclusion Initiatives, Computer Science

    4.6
    Rating, 4.6 out of 5 stars
    ·
    62 reviews

    Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    HR Management Fundamentals: Recruitment to Development

    Skills you'll gain: Succession Planning, Human Resources Management and Planning, Human Resources, Employee Engagement, Recruitment Strategies, Recruitment, Human Resource Management, Talent Recruitment, Employee Performance Management, Human Resource Strategy, Human Capital, Performance Management, Human Resources Information System (HRIS), Talent Management, HR Tech, Drive Engagement, Full Cycle Recruitment, Human Resources Software, Performance Appraisal, Workforce Development

    4.7
    Rating, 4.7 out of 5 stars
    ·
    54 reviews

    Intermediate · Course · 1 - 4 Weeks

  • S

    Skillshare

    Beginner: Figma UI / UX Design Essentials

    Skills you'll gain: Layout Design, Interactive Design, UI/UX Strategy, User Experience, Persona (User Experience), User Flows, Graphic and Visual Design, Digital Design, Data Sharing, Design Reviews, Design Software, Version Control

    4.3
    Rating, 4.3 out of 5 stars
    ·
    35 reviews

    Beginner · Specialization · 3 - 6 Months

1…761762763…834

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

  • Applications of Copilot in the Workplace: Microsoft
  • Elasticsearch: Build, Query & Optimize with ELK: EDUCBA
  • Seaborn Python Data Visualization & Analysis: EDUCBA
  • Introduction to Biology: Biodiversity: Rice University
  • Digital Transformation of Financial Services - Capstone Project: Copenhagen Business School
  • Identifying, Attracting, and Growing Your Digital Audience: University of California, Irvine
  • Plant-Based Diets: National Academy of Sports Medicine
  • Global Disease Masterclass: Non-communicable Diseases: Imperial College London
  • Electrical Power Generation - An Industrial Outlook: L&T EduTech
  • Teaching Impacts of Technology in K-12 Education: University of California San Diego

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