• 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


  • U

    University of Science and Technology of China

    快速学习

    Skills you'll gain: Adult Education, Quick Learning, Lifelong Learning, Learning Strategies, Willingness To Learn, Brainstorming, Productivity, Problem Solving, Information Management, Record Keeping

    4.3
    Rating, 4.3 out of 5 stars
    ·
    74 reviews

    Mixed · Course · 1 - 3 Months

  • U

    University of Colorado System

    Wilderness First Aid - Introduction

    Skills you'll gain: Life Support, Emergency and Intensive Care, Patient Evaluation, First Aid, Patient Positioning, Patient Transport, Airway Management, Health Assessment, Emergency Medical Services, Mobility Assistance, Safety Assurance, Clinical Assessment, Trauma Care, Medical History Documentation, Vital Signs, Neurology, Treatment Planning, Patient Safety

    4.8
    Rating, 4.8 out of 5 stars
    ·
    59 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Analyze and Interpret Data Using Excel

    Skills you'll gain: Scatter Plots, Plot (Graphics), Regression Analysis, Excel Formulas, Statistical Visualization, Microsoft Excel, Data Analysis, Statistical Modeling, Descriptive Statistics, Analytics, Statistical Analysis, Statistical Methods, Descriptive Analytics, Spreadsheet Software, Correlation Analysis, Statistics, Analysis, Exploratory Data Analysis, Predictive Modeling, Trend Analysis

    5
    Rating, 5 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 4 Weeks

  • A

    AI CERTs

    AI in Supply Chain

    Skills you'll gain: Supply Chain, Supply Chain Management, Inventory Management System, Supply Chain Planning, Inventory Management, Demand Planning, Inventory Control, Supply Management, Customer Demand Planning, Forecasting, Logistics, Supplier Management, Logistics Management, AI Enablement, Supplier Relationship Management, Risking, Artificial Intelligence, Business Risk Management, Artificial Intelligence and Machine Learning (AI/ML), Generative AI Agents

    3.3
    Rating, 3.3 out of 5 stars
    ·
    6 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of California, Santa Cruz

    The Holocaust: The Destruction of European Jewry

    Skills you'll gain: World History, Public History, Social Justice, European History, Liberal Arts, Cultural Diversity, Discussion Facilitation, Storytelling, Political Sciences, Writing

    4.6
    Rating, 4.6 out of 5 stars
    ·
    192 reviews

    Beginner · Course · 1 - 3 Months

  • S

    Starweaver

    Complete Executive Leadership

    Skills you'll gain: Active Listening, Non-Verbal Communication, Business Writing, Concision, Responsible AI, Team Collaboration, Writing, Cultural Sensitivity, Persuasive Communication, Interpersonal Communications, Stakeholder Engagement, Organizational Change, Google Gemini, Anthropic Claude, Change Management, Generative AI, Communication, Strategic Communication, Marketing Communications, Strategic Marketing

    4.5
    Rating, 4.5 out of 5 stars
    ·
    45 reviews

    Intermediate · Specialization · 1 - 4 Weeks

  • S

    Starweaver

    Introduction to Engineering Design

    Skills you'll gain: Computer-Aided Design, Engineering Design Process, Drafting and Engineering Design, Product Engineering, Engineering Software, Ideation, Engineering, Simulation and Simulation Software, Conceptual Design, Sustainable Design, Creativity, Problem Solving, Prototyping, Innovation, Analytical Skills, Automation, Artificial Intelligence and Machine Learning (AI/ML), Emerging Technologies

    4.9
    Rating, 4.9 out of 5 stars
    ·
    12 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Minnesota

    Introduction to Predictive Modeling

    Skills you'll gain: Time Series Analysis and Forecasting, Model Evaluation, Predictive Modeling, Data Preprocessing, Model Training, Regression Analysis, Microsoft Excel, Forecasting, Excel Formulas, Pivot Tables And Charts, Data Manipulation, Data Transformation, Feature Engineering, Statistical Modeling, Spreadsheet Software, Predictive Analytics, Model Optimization, Data Cleansing, Statistical Methods

    4.8
    Rating, 4.8 out of 5 stars
    ·
    144 reviews

    Mixed · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Python Game Development: Design, Animate & Render

    Skills you'll gain: Video Game Development, Game Design, Animation and Game Design, 3D Assets, Computer Graphics, Visualization (Computer Graphics), User Interface (UI), Animations, Computer Graphic Techniques, UI Components, User Interface (UI) Design, Event-Driven Programming, Python Programming

    4.4
    Rating, 4.4 out of 5 stars
    ·
    7 reviews

    Mixed · Course · 1 - 4 Weeks

  • U

    Universidad Nacional Autónoma de México

    Desarrollo de aplicaciones con Android

    Skills you'll gain: Android Development, Android Studio, Android (Operating System), Mobile Development, Application Development, Application Lifecycle Management, User Interface (UI) Design, Data Persistence, UI Components, Authorization (Computing), Data Storage Technologies, User Interface (UI), Data Storage, Database Management, File I/O

    4.3
    Rating, 4.3 out of 5 stars
    ·
    334 reviews

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Lean Six Sigma - Yellow Belt

    Skills you'll gain: Lean Six Sigma, Six Sigma Methodology, Process Improvement and Optimization, Quality Improvement, Continuous Improvement Process, Data-Driven Decision-Making, Process Analysis, Process Mapping, Business Analysis, Benchmarking, Stakeholder Engagement, Stakeholder Management, Project Management

    4.5
    Rating, 4.5 out of 5 stars
    ·
    30 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    AI Engineer Associate

    Skills you'll gain: Model Deployment, Model Evaluation, Unsupervised Learning, Transfer Learning, Tensorflow, Generative AI Agents, Keras (Neural Network Library), Fine-tuning, Model Training, Machine Learning Methods, Dimensionality Reduction, Deep Learning, Recurrent Neural Networks (RNNs), Applied Machine Learning, BeeAI, Data Preprocessing, Convolutional Neural Networks, AI Orchestration, Application Deployment, Feature Engineering

    Intermediate · Specialization · 1 - 3 Months

1…769770771…834

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

  • 快速学习: University of Science and Technology of China
  • Wilderness First Aid - Introduction: University of Colorado System
  • Analyze and Interpret Data Using Excel: EDUCBA
  • AI in Supply Chain: AI CERTs
  • The Holocaust: The Destruction of European Jewry: University of California, Santa Cruz
  • Complete Executive Leadership: Starweaver
  • Introduction to Engineering Design : Starweaver
  • Introduction to Predictive Modeling: University of Minnesota
  • Python Game Development: Design, Animate & Render: EDUCBA
  • Desarrollo de aplicaciones con Android: Universidad Nacional Autónoma de México

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