• 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
    L

    LearnQuest

    Introduction to Programming in Swift 5

    Skills you'll gain: Model View Controller, Swift Programming, Object Oriented Design, Object Oriented Programming (OOP), Data Structures, iOS Development, Apple iOS, Programming Principles, Mobile Development, Software Design Patterns, Data Management, Software Architecture, Code Reusability, Computational Logic, Development Environment

    4.3
    Rating, 4.3 out of 5 stars
    ·
    734 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    Simplilearn

    Lean Management and Six Sigma Green Belt Program

    Skills you'll gain: Lean Manufacturing, Lean Six Sigma, Process Mapping, Statistical Process Controls, Six Sigma Methodology, Failure Mode And Effects Analysis, Process Flow Diagrams, Process Analysis, Kaizen Methodology, Process Optimization, Quality Improvement, Operational Efficiency, Process Improvement, Performance Measurement, Manufacturing Operations, Business Process, Quality Management, Process Improvement and Optimization, Statistical Analysis, Kanban Principles

    4.4
    Rating, 4.4 out of 5 stars
    ·
    44 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Analyze Investment Banking & Financial Market Systems

    Skills you'll gain: Banking Services, Investments, Financial Regulations, Investment Management, Financial Sales, Financial Trading, Financial Analysis, Bank Regulations, Economic Development, Law, Regulation, and Compliance, Behavioral Economics, Brokerage, Market Analysis, Securities Trading, Asset Management, Mergers & Acquisitions, Underwriting

    5
    Rating, 5 out of 5 stars
    ·
    10 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Getting Started in Microsoft SharePoint

    Skills you'll gain: Document Management, Intranet, Collaborative Software, Team Management, File Management, Content Management

    4
    Rating, 4 out of 5 stars
    ·
    75 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    E

    Erasmus University Rotterdam

    Earth Economics

    Skills you'll gain: Economics, Policy, and Social Studies, Economics, Economic Development, Socioeconomics, Sustainable Development, Policy Analysis, Financial Policy, Data Analysis, Tax, Environmental Issue, International Relations, Environment and Resource Management, International Finance, Investments, Policy Development, Data Literacy, Data Collection

    4.6
    Rating, 4.6 out of 5 stars
    ·
    90 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    Statistical Analysis Fundamentals using Excel

    Skills you'll gain: Data Visualization, Descriptive Statistics, Data Presentation, Statistical Hypothesis Testing, Statistical Visualization, Regression Analysis, Forecasting, Probability Distribution, Data Visualization Software, Business Analytics, Data Analysis, Statistical Analysis, Statistical Methods, Probability & Statistics, Microsoft Excel, Descriptive Analytics, Statistics, Spreadsheet Software, Predictive Analytics, Predictive Modeling

    4.6
    Rating, 4.6 out of 5 stars
    ·
    154 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    cPanel Basics: Configure, Manage & Optimize

    Skills you'll gain: Control Panels, User Accounts, File Management, User Provisioning, System Configuration, Content Management, Application Deployment, Web Presence, Safety and Security, User Interface (UI)

    5
    Rating, 5 out of 5 stars
    ·
    17 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    A

    Alfaisal University | KLD

    التفكير الناقد | Critical Thinking

    Skills you'll gain: Critical Thinking, Critical Thinking and Problem Solving, Overcoming Obstacles, Analytical Skills, Problem Solving, Positivity, Learning Strategies, Creativity, Self-Motivation

    4.9
    Rating, 4.9 out of 5 stars
    ·
    1.1K reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Codio

    Python Basics: Selection and Iteration

    Skills you'll gain: Programming Principles, Computer Programming, Python Programming, Computational Logic, Computer Science

    4.5
    Rating, 4.5 out of 5 stars
    ·
    272 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    Status: AI skills
    AI skills
    D

    DeepLearning.AI

    Design, Develop, and Deploy Multi-Agent Systems with CrewAI

    Skills you'll gain: CrewAI, AI Workflows, AI Orchestration, Agentic Workflows, Generative AI Agents, Agentic systems, LLM Application, Automation, Artificial Intelligence and Machine Learning (AI/ML), Model Context Protocol, Context Engineering, Artificial Intelligence, System Monitoring, Workflow Management, Context Management, Tool Calling, Continuous Monitoring, Scalability, Memory Management, Large Language Modeling

    4.5
    Rating, 4.5 out of 5 stars
    ·
    12 reviews

    Beginner · Course · 1 - 4 Weeks

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

    EDUCBA

    Mergers, Acquisitions and Restructuring

    Skills you'll gain: Mergers & Acquisitions, Business Valuation, Financial Modeling, Due Diligence, Financial Forecasting, Investment Banking, Financial Analysis, Corporate Strategy, Revenue Forecasting, Balance Sheet, Cash Flow Forecasting, Financial Statement Analysis, Case Studies, Accounting Records, Financial Statements, Risk Modeling, Technical Accounting, Risk Management, Corporate Finance, Business Strategies

    4.8
    Rating, 4.8 out of 5 stars
    ·
    16 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    D

    Deep Teaching Solutions

    Speak Freely, Think Critically: The Free Speech Balance Act

    Skills you'll gain: Mediation, Conflict Management, Interpersonal Communications, Cognitive flexibility, Public Affairs, Advocacy, Diversity Awareness, Cultural Diversity, AI literacy, Responsible AI, Media and Communications, Critical Thinking, Empathy & Emotional Intelligence, Innovation, digital literacy, Psychology

    4.9
    Rating, 4.9 out of 5 stars
    ·
    33 reviews

    Beginner · Course · 1 - 4 Weeks

1…775776777…834

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

  • Introduction to Programming in Swift 5: LearnQuest
  • Lean Management and Six Sigma Green Belt Program: Simplilearn
  • Analyze Investment Banking & Financial Market Systems: EDUCBA
  • Getting Started in Microsoft SharePoint: Coursera
  • Earth Economics: Erasmus University Rotterdam
  • Statistical Analysis Fundamentals using Excel: IBM
  • cPanel Basics: Configure, Manage & Optimize: EDUCBA
  • التفكير الناقد | Critical Thinking: Alfaisal University | KLD
  • Python Basics: Selection and Iteration: Codio
  • Design, Develop, and Deploy Multi-Agent Systems with CrewAI: DeepLearning.AI

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