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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


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    Scrum Alliance

    AI for Product Discovery & Strategy

    Skills you'll gain: AI Product Strategy, Product Planning, Brainstorming, Product Strategy, Generative AI, Strategic Decision-Making, Customer Insights, Market Analysis, Data-Driven Decision-Making, Market Research, Forecasting, Data Analysis

    Beginner · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Finance for Technical Managers

    Skills you'll gain: Sustainability Reporting, Financial Analysis, Financial Statement Analysis, Cost Estimation, Environmental Social And Corporate Governance (ESG), Capital Budgeting, Budgeting, Cost Benefit Analysis, Project Risk Management, Risk Analysis, Income Statement, Financial Modeling, Project Estimation, Investment Management, Balance Sheet, Risk Management, Financial Reporting, Financial Forecasting, Project Finance, Finance

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
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    357 reviews

    Beginner · Specialization · 3 - 6 Months

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    National Taiwan University

    BIM Application for Engineers

    Skills you'll gain: Autodesk Revit, Building Information Modeling, AutoCAD, Construction Estimating, Simulation and Simulation Software, 3D Modeling, Construction Management, Data Integration

    4.7
    Rating, 4.7 out of 5 stars
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    523 reviews

    Intermediate · Course · 1 - 3 Months

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    University of California, Irvine

    English for Running a Successful Business

    Skills you'll gain: English Language, Entrepreneurship, Business Communication, Sales, Project Management, Verbal Communication Skills, Corporate Sustainability, Grammar, Writing, Business, Business Reporting, Vocabulary

    4.8
    Rating, 4.8 out of 5 stars
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    39 reviews

    Mixed · Course · 1 - 4 Weeks

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    28DIGITAL

    AI for Cybersecurity

    Skills you'll gain: Cybersecurity, Network Security, Information Systems Security, Cyber Threat Intelligence, Deep Learning, Applied Machine Learning, Responsible AI, Intrusion Detection and Prevention, Fraud detection, Malware Protection, Natural Language Processing, Artificial Intelligence, Anomaly Detection, Machine Learning, Classification Algorithms, Data Preprocessing

    Intermediate · Course · 1 - 4 Weeks

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    Khalifa University

    Arabic for Beginners: Arabic in the Workplace

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

    4.7
    Rating, 4.7 out of 5 stars
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    30 reviews

    Intermediate · Course · 1 - 3 Months

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    Sungkyunkwan University

    A Bridge to the World: Korean Language for Intermediate1

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

    4.9
    Rating, 4.9 out of 5 stars
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    432 reviews

    Intermediate · Course · 1 - 3 Months

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    University of Copenhagen

    Business Models for Innovative Care for Older People

    Skills you'll gain: Gerontology, Competitive Analysis, Design Thinking, Demography, Innovation, Rehabilitation, Intellectual Property, Health Technology, Chronic Diseases, Health Systems, Health Care, Value Propositions, Health Policy, Business Modeling, User Research, Project Management, Nutrition and Diet

    4.5
    Rating, 4.5 out of 5 stars
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    232 reviews

    Intermediate · Course · 1 - 3 Months

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    Scrimba

    AI for Web Developers

    Skills you'll gain: Prompt Engineering, Anthropic Claude, Responsible AI, OpenAI API, Cloud Deployment, Cloud Applications, LLM Application, OpenAI, HTML and CSS, ChatGPT, Application Deployment, Mobile Development, API Gateway, Generative AI, Model Deployment, Cloud Security, Data Ethics, Application Programming Interface (API), Debugging, Artificial Intelligence

    4.5
    Rating, 4.5 out of 5 stars
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    285 reviews

    Intermediate · Specialization · 1 - 3 Months

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    Johns Hopkins University

    Algorithms for DNA Sequencing

    Skills you'll gain: Bioinformatics, Molecular Biology, Computational Thinking, Data Structures, Python Programming, Data Analysis, Algorithms, Life Sciences

    4.7
    Rating, 4.7 out of 5 stars
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    932 reviews

    Mixed · Course · 1 - 4 Weeks

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    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
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    235 reviews

    Intermediate · Specialization · 3 - 6 Months

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    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

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

  • AI for Product Discovery & Strategy: Scrum Alliance
  • Finance for Technical Managers: University of Colorado Boulder
  • BIM Application for Engineers: National Taiwan University
  • English for Running a Successful Business: University of California, Irvine
  • AI for Cybersecurity: 28DIGITAL
  • Arabic for Beginners: Arabic in the Workplace: Khalifa University
  • A Bridge to the World: Korean Language for Intermediate1 : Sungkyunkwan University
  • Business Models for Innovative Care for Older People: University of Copenhagen
  • AI for Web Developers: Scrimba
  • Algorithms for DNA Sequencing: Johns Hopkins University

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