• 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


  • Status: Free Trial
    Free Trial
    P

    Peking University

    Chinese for HSK 3 PART II

    Skills you'll gain: Oral Comprehension, Literacy, Vocabulary, Language Competency, Grammar, Language Learning

    4.8
    Rating, 4.8 out of 5 stars
    ·
    282 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    DeepLearning.AI

    AI for Medical Prognosis

    Skills you'll gain: Risk Modeling, Decision Tree Learning, Predictive Modeling, Feature Engineering, Applied Machine Learning, Random Forest Algorithm, Forecasting, Data Cleansing, Statistical Modeling, Machine Learning, Statistical Analysis, Probability & Statistics, Data Analysis, Regression Analysis, Deep Learning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    797 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    Universidad Nacional de Colombia

    Learning from the experiences of caregivers with chronic conditions

    Skills you'll gain: Caregiving, Critical Thinking, Home Health Care, Complex Problem Solving, Case Studies, Patient-centered Care, Patient Observation, Chronic Diseases, Organizational Skills, Self-Awareness, Emotional Intelligence, Stress Management

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    P

    Packt

    AI for Business: ChatGPT for Brand Storytelling

    Skills you'll gain: Brand Strategy, Storytelling, Branding, Prompt Engineering, ChatGPT, Brand Loyalty, Brand Awareness, Cross-Channel Marketing, Content Creation, Consumer Behaviour, Email Marketing

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Peking University

    Chinese for HSK 3 PART I

    Skills you'll gain: Vocabulary, Oral Comprehension, Language Competency, Grammar, Language Learning

    4.8
    Rating, 4.8 out of 5 stars
    ·
    646 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    Shanghai Jiao Tong University

    Mandarin Chinese 2: Chinese for Beginners

    Skills you'll gain: Vocabulary, Oral Comprehension, Language Learning, Language Competency, Cultural Sensitivity

    4.8
    Rating, 4.8 out of 5 stars
    ·
    430 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free
    Free
    G

    Georgia Institute of Technology

    Lesson | Get Ready for the Interview

    Skills you'll gain: Verbal Communication Skills, Professionalism, Communication Strategies, Communication, Executive Presence, Self-Awareness

    4.3
    Rating, 4.3 out of 5 stars
    ·
    120 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    A

    AI CERTs

    AI for Telecommunications

    Skills you'll gain: Tensorflow, PyTorch (Machine Learning Library), Natural Language Processing, Internet Of Things, Telecommunications, Anomaly Detection, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Responsible AI, Emerging Technologies, Wireless Networks, Generative AI, Network Performance Management, Digital Communications, Generative AI Agents, Network Architecture, Network Protocols, Computer Networking, System Design and Implementation, Communication

    Advanced · Specialization · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of London

    ICT in Primary Education: Transforming children's learning across the curriculum

    Skills you'll gain: Education Software and Technology, Technology Strategies, End User Training and Support, Technical Support, Digital Transformation, System Implementation, Innovation, Solution Design

    4.6
    Rating, 4.6 out of 5 stars
    ·
    197 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    F

    Fractal Analytics

    Data Analysis Using SQL

    Skills you'll gain: Database Design, Data Manipulation, SQL, Relational Databases, Database Management, Data Analysis, Data Cleansing, Databases, Query Languages, Data Transformation, MySQL Workbench, Data Integrity

    4.5
    Rating, 4.5 out of 5 stars
    ·
    49 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    DeepLearning.AI

    AI For Medical Treatment

    Skills you'll gain: Deep Learning, Statistical Analysis, Clinical Trials, Applied Machine Learning, Patient Treatment, AI Personalization, Machine Learning, Predictive Modeling, Text Mining, Health Informatics, Large Language Modeling, Medical Terminology, Natural Language Processing

    4.7
    Rating, 4.7 out of 5 stars
    ·
    531 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    ChatGPT for Project Management - Leveraging AI for Success

    Skills you'll gain: Prompt Engineering, ChatGPT, Prompt Patterns, Large Language Modeling, LLM Application, Productivity, Project Planning, OpenAI, Taking Meeting Minutes, Risk Analysis, Timelines, Project Risk Management, Project Management Software, Project Schedules, Project Management, Project Documentation, Generative AI, Artificial Intelligence, Scheduling, Project Implementation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    7.4K reviews

    Beginner · Specialization · 1 - 3 Months

Searches related to mathematics for machine learning

mathematics for machine learning: pca
mathematics for machine learning: linear algebra
mathematics for machine learning: multivariate calculus
mathematics for machine learning and data science
mathematics for machine learning and data science specialization
1…727374…834

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

  • Chinese for HSK 3 PART II: Peking University
  • AI for Medical Prognosis : DeepLearning.AI
  • Learning from the experiences of caregivers with chronic conditions: Universidad Nacional de Colombia
  • AI for Business: ChatGPT for Brand Storytelling: Packt
  • Chinese for HSK 3 PART I: Peking University
  • Mandarin Chinese 2: Chinese for Beginners: Shanghai Jiao Tong University
  • Lesson | Get Ready for the Interview: Georgia Institute of Technology
  • AI for Telecommunications: AI CERTs
  • ICT in Primary Education: Transforming children's learning across the curriculum: University of London
  • Data Analysis Using SQL: Fractal Analytics

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

  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • English Speaking
  • Generative AI (GenAI)
  • Microsoft Excel
  • Microsoft Power BI
  • Project Management
  • Python

Certificates & Programs

  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM Data Analyst Certificate
  • IBM Data Science Certificate
  • Machine Learning Certificate
  • Microsoft Power BI Data Analyst Certificate
  • UI / UX Design Certificate

Industries & Careers

  • Business
  • Computer Science
  • Data Science
  • Education & Teaching
  • Engineering
  • Finance
  • Healthcare
  • Human Resources (HR)
  • Information Technology (IT)
  • Marketing

Career Resources

  • Career Aptitude Test
  • Examples of Strengths and Weaknesses for Job Interviews
  • High-Income Skills to Learn
  • How Does Cryptocurrency Work?
  • How to Highlight Duplicates in Google Sheets
  • How to Learn Artificial Intelligence
  • Popular Cybersecurity Certifications
  • Preparing for the PMP Certification
  • Signs You Will Get the Job After an Interview
  • What Is Artificial Intelligence?

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
  • Share your Coursera learning story

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
© 2025 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok