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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


  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    C Programming for Everybody

    Skills you'll gain: C (Programming Language), C++ (Programming Language), Object Oriented Programming (OOP), Data Structures, Programming Principles, Algorithms, Computer Programming, Software Design, Application Security, Other Programming Languages, Python Programming, Java Programming, System Programming, Computer Architecture, Performance Tuning, Unix, Computer Science, Debugging

    4.5
    Rating, 4.5 out of 5 stars
    ·
    235 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Fundamental Neuroscience for Neuroimaging

    Skills you'll gain: Magnetic Resonance Imaging, Neurology, Medical Imaging, Diagnostic Radiology, Anatomy, Radiology, X-Ray Computed Tomography, Experimentation, Research Design, Biomedical Technology, Physiology

    4.7
    Rating, 4.7 out of 5 stars
    ·
    2.3K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    A

    AI CERTs

    AI for Game Design Agent

    Skills you'll gain: Generative AI Agents, Agentic systems, Game Design, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Video Game Development, Animation and Game Design, Generative AI, Game Theory, Design, Design and Product

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    K

    Khalifa University

    Arabic for Beginners: Communicating in Arabic Culture

    Skills you'll gain: Oral Comprehension, Language Learning, Cultural Sensitivity, Vocabulary, Writing, Oral Expression, Grammar

    5
    Rating, 5 out of 5 stars
    ·
    27 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Davis

    Web Development for Beginners

    Skills you'll gain: Responsive Web Design, Hypertext Markup Language (HTML), Color Theory, Cascading Style Sheets (CSS), Web Applications, Typography, HTML and CSS, Javascript, Web Design and Development, Web Design, Web Development Tools, Web Development, GitHub, Debugging, Web Content Accessibility Guidelines, Front-End Web Development, Cloud Hosting, Program Development, Event-Driven Programming, User Interface (UI) Design

    4.7
    Rating, 4.7 out of 5 stars
    ·
    3.7K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Responsible AI for Developers

    Skills you'll gain: Responsible AI, AI Security, Information Privacy, Generative AI, Data Ethics, Google Cloud Platform, Data Loss Prevention, Data Security, Cloud Security, Artificial Intelligence and Machine Learning (AI/ML), Safety and Security, Machine Learning, Artificial Intelligence, Interoperability, Data Governance, Model Evaluation, Model Deployment, Ethical Standards And Conduct, Encryption, Human Centered Design

    4.6
    Rating, 4.6 out of 5 stars
    ·
    30 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Integral Calculus and Numerical Analysis for Data Science

    Skills you'll gain: Integral Calculus, Numerical Analysis, Calculus, Data Science, Mathematical Theory & Analysis, Applied Mathematics, Linear Algebra, Derivatives

    4.6
    Rating, 4.6 out of 5 stars
    ·
    109 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    P

    Peking University

    Chinese Characters for beginner (2) 汉字(2)

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

    4.7
    Rating, 4.7 out of 5 stars
    ·
    199 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    Shanghai Jiao Tong University

    Mandarin Chinese for Intermediate Learners: Part 2

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

    4.1
    Rating, 4.1 out of 5 stars
    ·
    34 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    S

    Starweaver

    Procurement for Governments

    Skills you'll gain: Procurement, Strategic Sourcing, Purchasing, Sustainable Business, Governmental Accounting, Supplier Management, Corporate Sustainability, Business Risk Management, Public Administration, Governance, Digital Transformation, Request For Quotation (RFQ), Risk Management, Supply Chain, Business Ethics, Request for Proposal, Public Policies, Supplier Relationship Management, Regulatory Compliance, Stakeholder Engagement

    4.7
    Rating, 4.7 out of 5 stars
    ·
    20 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Corporate Finance Institute

    Python Fundamentals

    Skills you'll gain: Matplotlib, Financial Data, Exploratory Data Analysis, Pandas (Python Package), Financial Analysis, Data Visualization Software, Statistical Analysis, Data Manipulation, NumPy, Seaborn, Data Analysis, Data Science, Data Transformation, Python Programming, Data Cleansing, Computer Programming

    4.9
    Rating, 4.9 out of 5 stars
    ·
    13 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Microsoft Excel

    Skills you'll gain: Excel Macros, Prompt Engineering, Microsoft Excel, Data Cleansing, Excel Formulas, Pivot Tables And Charts, Microsoft Copilot, Dashboard, Forecasting, Data Presentation, Data Storytelling, Data Processing, Data Visualization Software, Data Manipulation, Data Visualization, Data Preprocessing, Data Quality, Statistical Analysis, Data Transformation, Data Analysis

    4.2
    Rating, 4.2 out of 5 stars
    ·
    324 reviews

    Beginner · Professional Certificate · 3 - 6 Months

Searches related to math for machine learning

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

  • C Programming for Everybody: University of Michigan
  • Fundamental Neuroscience for Neuroimaging: Johns Hopkins University
  • AI for Game Design Agent: AI CERTs
  • Arabic for Beginners: Communicating in Arabic Culture: Khalifa University
  • Web Development for Beginners: University of California, Davis
  • Responsible AI for Developers: Google Cloud
  • Integral Calculus and Numerical Analysis for Data Science: University of Colorado Boulder
  • Chinese Characters for beginner (2) 汉字(2): Peking University
  • Mandarin Chinese for Intermediate Learners: Part 2: Shanghai Jiao Tong University
  • Procurement for Governments: Starweaver

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