• 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


  • E

    EDUCBA

    Master Zoho Books: Analyze, Manage & Automate Accounting

    Skills you'll gain: Accounting Software, Financial Reporting, Business Reporting, Accounting and Finance Software, Project Accounting, Bookkeeping, Standard Accounting Practices, Accounting Systems, Accounting, Small Business Accounting, Ledgers (Accounting), Balancing (Ledger/Billing), General Accounting, Software As A Service, Expense Management, Order Management, Billing, Billing & Invoicing, Invoicing, Product Automation

    3.8
    Rating, 3.8 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 3 Months

  • M

    Microsoft

    Capstone and Practice Exam (AZ-500)

    Skills you'll gain: Multi-Factor Authentication, Data Security, Security Strategy, Authentications, Azure Active Directory, Database Architecture and Administration, Virtual Machines, Microsoft SQL Servers, Microsoft Azure, Cloud Security, Security Controls, Identity and Access Management, Application Security, IT Security Architecture, Virtualization and Virtual Machines, Network Security, Role-Based Access Control (RBAC), Encryption, Firewall, Threat Detection

    4.5
    Rating, 4.5 out of 5 stars
    ·
    19 reviews

    Intermediate · Course · 1 - 4 Weeks

  • S

    Skillshare

    AI Video Creation: A Beginner's Guide to Realistic AI Videos

    Skills you'll gain: Visual Storytelling, Prompt Engineering, AI powered creativity, Prompt Patterns, AI Workflows, Multimodal Prompts, Photo/Video Production and Technology, Video Production, Generative AI, Animations, Cinematography, Artificial Intelligence

    3.4
    Rating, 3.4 out of 5 stars
    ·
    26 reviews

    Mixed · Course · 1 - 4 Weeks

  • M

    MedCerts

    Behavior Technician ABA Fundamentals

    Skills you'll gain: Positive Behavior Support, Speech Therapy, Behavior Management, Autism Spectrum Disorders, Education and Training, Communication Strategies, Social Skills, Interpersonal Communications, Mental and Behavioral Health, Teaching, Communication, Learning Theory, Child Development, Classroom Management, Training Programs, Instructional Strategies, Developmental Disabilities, Proactivity, Data Collection, Learning Strategies

    4.7
    Rating, 4.7 out of 5 stars
    ·
    24 reviews

    Beginner · Specialization · 1 - 3 Months

  • E

    EDUCBA

    Unity Advanced Game Development, Physics & GUI

    Skills you'll gain: Unity Engine, UI Components, Scripting, User Interface (UI), Torque (Physics), Responsive Web Design, User Interface (UI) Design, Object Oriented Programming (OOP), C# (Programming Language), Game Design, Animation and Game Design, Object Oriented Design, Animations, Interactive Design, Event-Driven Programming, Video Game Development, User Interface and User Experience (UI/UX) Design, Mechanics, Simulation and Simulation Software, Simulations

    5
    Rating, 5 out of 5 stars
    ·
    11 reviews

    Beginner · Specialization · 1 - 3 Months

  • E

    EDUCBA

    Python NoSQL Data Engineering with MongoDB

    Skills you'll gain: MongoDB, Data Transformation, Customer Analysis, Customer Insights, Back-End Web Development, Customer Data Management, Data Processing, NoSQL, Database Development, Data Maintenance, Document Management, Pandas (Python Package), Database Design, Data Validation, Extract, Transform, Load, Database Management, Databases, Data Pipelines, Data Access, Query Languages

    4.6
    Rating, 4.6 out of 5 stars
    ·
    72 reviews

    Beginner · Specialization · 1 - 3 Months

  • U

    University of Illinois Urbana-Champaign

    Emergence of Life

    Skills you'll gain: Life Sciences, Physical Science, Biology, Taxonomy, Molecular, Cellular, and Microbiology, Environment, Environmental Science, Biochemistry, Microbiology, General Science and Research, Scientific Methods, Science and Research, Chemistry

    4.2
    Rating, 4.2 out of 5 stars
    ·
    106 reviews

    Beginner · Course · 1 - 3 Months

  • D

    Duke University

    GenAI and LLMs on AWS

    Skills you'll gain: Amazon Bedrock, Model Deployment, LLM Application, Large Language Modeling, MLOps (Machine Learning Operations), Amazon Web Services, AI Security, Model Evaluation, Model Training, AI Workflows, Continuous Monitoring, Data Ethics, Rust (Programming Language), Generative AI, Cloud Computing, Serverless Computing, Development Environment

    4.6
    Rating, 4.6 out of 5 stars
    ·
    28 reviews

    Beginner · Course · 1 - 4 Weeks

  • H

    HubSpot Academy

    Strategic Customer Relationship Management & Sales Technique

    Skills you'll gain: Sales Presentation, Sales Enablement, Data Visualization, Sales Presentations, Sales Management, Prospecting and Qualification, Persona Development, HubSpot CRM, Sales Training, Sales Strategy, Sales Process, Sales Development, Lead Generation, Employee Onboarding, Sales Operations, Sales, Dashboard, Customer Success Management, Business Reporting, Content Marketing

    3.7
    Rating, 3.7 out of 5 stars
    ·
    21 reviews

    Beginner · Specialization · 3 - 6 Months

  • R

    Rice University

    Introduction to Archaeology

    Skills you'll gain: Ancient History, Timelines, Social Impact, Public History, Social Justice, Anthropology, Scientific Methods, World History, Social Sciences, Peer Review, Science and Research, Data Analysis, Environment, Case Studies, General Science and Research, Environmental Science, Liberal Arts, Community Development, Investigation, Culture

    4.8
    Rating, 4.8 out of 5 stars
    ·
    34 reviews

    Beginner · Specialization · 3 - 6 Months

  • D

    Digital Marketing Institute

    Twitter, LinkedIn, and YouTube Marketing

    Skills you'll gain: LinkedIn, Content Performance Analysis, Campaign Management, Social Media Campaigns, Social Media Marketing, Digital Media Strategy, Online Advertising, Social Media, Digital Advertising, Social Media Content, Marketing, B2B Sales, Social Media Management, Professional Networking, Digital Marketing Campaigns, Advertising Campaigns, Social Media Strategy, Business Marketing, Marketing Analytics, Video Production

    4.4
    Rating, 4.4 out of 5 stars
    ·
    102 reviews

    Beginner · Course · 1 - 4 Weeks

  • I

    Illinois Tech

    Introduction to Contemporary Operating Systems and Hardware 1b

    Skills you'll gain: Networking Hardware, General Networking, Network Architecture, Wireless Networks, Network Protocols, Computer Networking, TCP/IP, Local Area Networks, Network Security, Network Troubleshooting, System Configuration, Wide Area Networks, Servers

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
    ·
    295 reviews

    Beginner · Course · 1 - 4 Weeks

1…771772773…834

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

  • Master Zoho Books: Analyze, Manage & Automate Accounting: EDUCBA
  • Capstone and Practice Exam (AZ-500): Microsoft
  • AI Video Creation: A Beginner's Guide to Realistic AI Videos: Skillshare
  • Behavior Technician ABA Fundamentals: MedCerts
  • Unity Advanced Game Development, Physics & GUI: EDUCBA
  • Python NoSQL Data Engineering with MongoDB: EDUCBA
  • Emergence of Life: University of Illinois Urbana-Champaign
  • GenAI and LLMs on AWS: Duke University
  • Strategic Customer Relationship Management & Sales Technique: HubSpot Academy
  • Introduction to Archaeology: Rice University

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