• 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


  • P

    Packt

    Java 21 - Exploring the Latest Innovations for 2024

    Skills you'll gain: Java Programming, Development Environment, Java, Integrated Development Environments, Key Management, Software Development Tools, Cryptographic Protocols, Encryption, Cryptography, Performance Tuning, Memory Management, Scalability, Software Installation

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Responsible AI for Developers: Privacy & Safety - Italiano

    Skills you'll gain: AI Security, Responsible AI, Information Privacy, Data Security, Federated Learning, Cloud Security, Generative AI, Google Cloud Platform, Data Ethics, Personally Identifiable Information, Computer Security, Data Loss Prevention, Model Training, Encryption

    Intermediate · Course · 1 - 3 Months

  • B

    Board Infinity

    Scalable Agile for Teams & Leaders with Jira Align

    Skills you'll gain: Backlogs, Scaled Agile Framework, Stakeholder Engagement, Jira (Software), Agile Product Development, Stakeholder Management, Release Management, Stakeholder Communications, Real Time Data, Agile Project Management, Product Roadmaps, Program Management, Project Portfolio Management, Agile Methodology, Management Reporting, Business Priorities, Continuous Delivery, Prioritization, Configuration Management, CI/CD

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • P

    Packt

    Microsoft 365 Apps for Collaboration and Communication

    Skills you'll gain: Microsoft 365, Microsoft Teams, Microsoft Outlook, Calendar Management, Collaborative Software, Productivity Software, Email Automation, Project Management Software, Organizational Skills, Collaboration, Team Management, Document Management, Scheduling, File Management, Multimedia, Business Communication, Data Sharing

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • T

    The University of Hong Kong

    Making Sense of the News: News Literacy Lessons for Digital Citizens

    Skills you'll gain: Journalism, digital literacy, Media and Communications, Research, Digital Communications, Ethical Standards And Conduct

    4.8 stars, 238 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (238) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    How to edit photos for Social media with Canva

    Skills you'll gain: Canva (Software), Photo Editing, Instagram, Social Media Content, Social Media, Content Creation, Social Media Marketing, Photography, User Accounts, Dashboard, Graphic Design

    Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Notion Integrations for Beginners: Manage a Blog Business

    Skills you'll gain: Blogs, Workflow Management, User Feedback, Content Management Systems, Interactive Data Visualization, Data Integration, Cloud-Based Integration, Document Management, Social Media Content, Project Management Software, Google Workspace, Productivity Software, Social Media Management, Content Management, Marketing Automation, Ideation, Project Management, Database Management

    Beginner · Guided Project · Less Than 2 Hours

  • G

    Google Cloud

    Connect an App to a Cloud SQL for PostgreSQL Instance

    Skills you'll gain: Application Deployment, Kubernetes, Cloud Applications, Cloud Deployment, Operational Databases, Google Cloud Platform, Cloud Management, Database Application, Databases, Cloud-Native Computing, Containerization, Data Access, PostgreSQL, SQL

    5 stars, 13 reviews, Beginner, Project, Less Than 2 Hours

    ★ 5 (13) · Beginner · Project · Less Than 2 Hours

    Status: Free trial
    Free trial
  • C

    Cisco Learning and Certifications

    Cisco UCS-X Infrastructure Design for AI Workloads

    Skills you'll gain: Hybrid Cloud Computing, Cloud Management, Cloud Infrastructure, Cloud Computing, AI Orchestration, AI Workflows, Data Centers, IT Automation, Infrastructure Architecture, Information Technology Operations, Cloud Deployment, IT Infrastructure, Artificial Intelligence and Machine Learning (AI/ML), Network Infrastructure, Hardware Architecture, System Monitoring, System Support, Automation, System Configuration, Configuration Management

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • C

    Coursera

    Star Schemas to Snowflake: Data Modeling for Analytics Teams

    Skills you'll gain: Disaster Recovery, Star Schema, Business Continuity Planning, Cost Benefit Analysis, Database Design, Business Continuity, Data Infrastructure, Snowflake Schema, Database Architecture and Administration, Relational Databases, Data Warehousing, Data Modeling, Data Architecture, Data Validation, SQL, Terraform, Infrastructure as Code (IaC), Extract, Transform, Load, Business Analytics, Cost Management

    Advanced · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • B

    Board Infinity

    Google Analytics: Quick Wins and Hacks for Marketers

    Skills you'll gain: Google Analytics, Conversion Funnel Analysis, Marketing Analytics, Web Analytics, Data-Driven Marketing, Digital Analysis, Content Performance Analysis, Customer Analysis, Content Optimization, Campaign Management, Target Audience, Customer Insights, A/B Testing, Dashboard Creation, Performance Metric, Content Strategy

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • B

    Board Infinity

    Prepare for CFA Level 1: Financial Statements and Reporting

    Skills you'll gain: Financial Statement Analysis, Financial Statements, Financial Analysis, Financial Modeling, Financial Reporting, Income Statement, Business Valuation, Financial Accounting, Balance Sheet, Inventory Accounting, Financial Forecasting, Income Tax, Cash Flows, Depreciation, Accounting, Fraud detection

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
1…342343344…834

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

  • Java 21 - Exploring the Latest Innovations for 2024: Packt
  • Responsible AI for Developers: Privacy & Safety - Italiano: Google Cloud
  • Scalable Agile for Teams & Leaders with Jira Align: Board Infinity
  • Microsoft 365 Apps for Collaboration and Communication: Packt
  • Making Sense of the News: News Literacy Lessons for Digital Citizens: The University of Hong Kong
  • How to edit photos for Social media with Canva: Coursera
  • Notion Integrations for Beginners: Manage a Blog Business: Coursera
  • Connect an App to a Cloud SQL for PostgreSQL Instance: Google Cloud
  • Cisco UCS-X Infrastructure Design for AI Workloads: Cisco Learning and Certifications
  • Star Schemas to Snowflake: Data Modeling for Analytics Teams: Coursera

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