• 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 can help you learn linear algebra, calculus, probability, and statistics. You can build skills in data analysis, model evaluation, and algorithm optimization. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI and artificial intelligence projects. You'll also explore techniques like gradient descent and matrix factorization, which are crucial for developing effective machine learning models.

Popular Math For Machine Learning Courses and Certifications


  • C

    Coursera

    Optimize AI Prompts for Cost and Quality

    Skills you'll gain: Prompt Engineering, Token Optimization, Prompt Engineering Tools, Responsible AI, Context Engineering, Data Ethics, AI literacy, Model Optimization, Model Evaluation, Cost Management, Mitigation

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    L&T EduTech

    Design of Steel Members for Axial Loads

    Skills you'll gain: Building Codes, Structural Engineering, Failure Analysis, Construction, Design Specifications, Engineering Practices, Engineering Analysis, Drafting and Engineering Design, Engineering Calculations, Engineering Design Process

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    Advanced Negotiation and Conflict Resolution for Leaders

    Skills you'll gain: Negotiation, Intercultural Competence, Conflict Management, Leadership, Mediation, Leadership Development, Cultural Diversity, Strategic Leadership, Relationship Management, Stakeholder Analysis, Case Studies, Stakeholder Management, Cultural Sensitivity, Strategic Decision-Making, Relationship Building, Stakeholder Engagement, Influencing

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Use RACI charts for work management with Asana

    Skills you'll gain: Cross-Functional Collaboration, Project Management Software, Workflow Management, Coordinating, Organizational Skills, Project Management, Organizational Structure, Accountability Frameworks

    4.7 stars, 18 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.7 (18) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • C

    Coursera

    ManyChat for Beginners: Automate Instagram Lead Generation

    Skills you'll gain: Instagram, Email Marketing, Email Automation, Lead Generation, Marketing Automation, Make.com, Digital Marketing Tools, Google Sheets, Social Media, Gmail

    Beginner · Guided Project · Less Than 2 Hours

    Status: Free trial
    Free trial
  • L

    LearnKartS

    AWS Security, Logging & DevOps for Data Engineers

    Skills you'll gain: AWS SageMaker, Amazon CloudWatch, AWS CloudFormation, Infrastructure as Code (IaC), CI/CD, Amazon Web Services, Cloud Engineering, Devops Tools, AWS Identity and Access Management (IAM), Software Development Tools, Data Security, Cloud Security, Network Security, Cloud Management, Data Loss Prevention, System Monitoring, Model Deployment, AI Integrations, Multi-Factor Authentication, Key Management

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • S

    Skillshare

    Using AI & ChatGPT for Content: Research & Planning

    Skills you'll gain: Storytelling, Content Development and Management, Content Strategy, AI powered creativity, ChatGPT, Prompt Engineering, Content Creation, Content Marketing, Driving engagement, Social Media Content, Target Audience, Persona Development, AI literacy, User Research, Problem Solving, Brainstorming, Ideation

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Copilot for Beginners: Sales Data Analysis in Excel

    Skills you'll gain: Microsoft Copilot, Microsoft Excel, Data Presentation, Statistical Visualization, Data Cleansing, Spreadsheet Software, Trend Analysis, Forecasting, Revenue Forecasting, Data Manipulation, Sales, Data Analysis, Artificial Intelligence

    5 stars, 11 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 5 (11) · Beginner · Guided Project · Less Than 2 Hours

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Ethical Decision Making for Success in the Tech Industry

    Skills you'll gain: Courage, Ethical Standards And Conduct, Decision Making, Business Ethics, Leadership Studies, Professionalism, Engineering Management, Personal Integrity, Leadership

    4.8 stars, 197 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (197) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • L

    Logical Operations

    Prompt Engineering for AI Text Generation

    Skills you'll gain: Prompt Engineering, Generative AI, AI literacy, Responsible AI, Data Ethics, Large Language Modeling, Technical Communication, Writing, Artificial Intelligence, Writing and Editing, Ideation, Business Ethics, Customer Service, Marketing

    Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • W

    Whizlabs

    AWS Core+ Business focus for Team Managers

    Skills you'll gain: Amazon Bedrock, Amazon DynamoDB, AWS Identity and Access Management (IAM), Retrieval-Augmented Generation, Generative AI, Responsible AI, Generative AI Agents, Amazon CloudWatch, Cloud Deployment, AI Personalization, Cloud Infrastructure, Cloud Management, Apache Hadoop, Cloud Platforms, Cloud Engineering, Cloud Applications, Cloud Storage, AI powered creativity, AI Integrations, AI Security

    Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    SQL for Data Science (and Version Control with GitHub)

    Skills you'll gain: SQL, Database Design, Database Management, Data Analysis, Relational Databases, Data Cleansing, Data Transformation, Version Control, Data Manipulation, Query Languages, AI Integrations, Analytics, GitHub, Analysis, Software Versioning, Git (Version Control System), Performance Tuning, Data Integrity

    3.9 stars, 23 reviews, Beginner, Course, 1 - 3 Months

    ★ 3.9 (23) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
1…310311312…834

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

  • Optimize AI Prompts for Cost and Quality: Coursera
  • Design of Steel Members for Axial Loads: L&T EduTech
  • Advanced Negotiation and Conflict Resolution for Leaders: Coursera
  • Use RACI charts for work management with Asana: Coursera
  • ManyChat for Beginners: Automate Instagram Lead Generation: Coursera
  • AWS Security, Logging & DevOps for Data Engineers: LearnKartS
  • Using AI & ChatGPT for Content: Research & Planning: Skillshare
  • Copilot for Beginners: Sales Data Analysis in Excel: Coursera
  • Ethical Decision Making for Success in the Tech Industry: University of Colorado Boulder
  • Prompt Engineering for AI Text Generation: Logical Operations

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
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok