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  • 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
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    IBM

    Generative AI for Mobile App Developers

    Skills you'll gain: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Large Language Modeling, Responsible AI, AI Personalization, Mobile Development, Anthropic Claude, Artificial Intelligence, LLM Application, Software Development Tools, Software Testing, Apple iOS, Test Automation, Software Development, Machine Learning Methods, DevSecOps, AI Product Strategy, Artificial Intelligence and Machine Learning (AI/ML)

    4.7
    Rating, 4.7 out of 5 stars
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    11K reviews

    Advanced · Specialization · 1 - 3 Months

  • Status: Free Trial
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    C

    Coursera

    GenAI for Application Developers

    Skills you'll gain: Google Gemini, Code Review, Application Deployment, Continuous Deployment, Responsible AI, Software Development Tools, Google Cloud Platform, Generative AI, Prompt Engineering, Debugging, Application Development

    4.9
    Rating, 4.9 out of 5 stars
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    31 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Y

    Yale University

    Planetary Health for Nurses

    Skills you'll gain: Public Health, Climate Change Adaptation, Nursing, Health Education, Infectious Diseases, Nurse Education, Community Health, Health Disparities, Environmental Science, Health Assessment, Environmental Issue, Chronic Diseases, Health Systems, Emergency Response

    4.6
    Rating, 4.6 out of 5 stars
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    24 reviews

    Intermediate · Course · 1 - 3 Months

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    U

    University of Maryland, College Park

    New Map for Product Managers: Rulesets for Global Business

    Skills you'll gain: Global Marketing, International Relations, International Finance, Cultural Sensitivity, Business Risk Management, Market Dynamics, Economics, Business Strategy, Political Sciences, Supply Chain Management, Market Analysis, Brand Management

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Colorado System

    Data Warehousing for Business Intelligence

    Skills you'll gain: Database Design, Data Warehousing, Business Intelligence, Relational Databases, Data Visualization, Decision Support Systems, Data Modeling, Business Process Management, Database Management Systems, Databases, Dashboard, SQL, Star Schema, Data Governance, Oracle Databases, Data Integration, Operational Performance Management, Business Analytics, Data Visualization Software, Extract, Transform, Load

    4.5
    Rating, 4.5 out of 5 stars
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    4.1K reviews

    Advanced · Specialization · 3 - 6 Months

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    Michigan State University

    Avatar Psychology for Designers

    Skills you'll gain: Persona (User Experience), Game Design, Design, Animation and Game Design, User Experience Design, Persona Development, Driving engagement, Augmented and Virtual Reality (AR/VR), Psychology, User Research, Cultural Sensitivity, Cultural Diversity

    3.8
    Rating, 3.8 out of 5 stars
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    27 reviews

    Beginner · Course · 1 - 4 Weeks

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    C

    Coursera

    Security Essentials for Modern Developers

    Skills you'll gain: Threat Modeling, Open Web Application Security Project (OWASP), DevSecOps, Secure Coding, Application Security, Threat Detection, Security Testing, Security Engineering, Continuous Delivery, Continuous Integration, Vulnerability Assessments, CI/CD, DevOps, Vulnerability Scanning

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of California San Diego

    Python Data Products for Predictive Analytics

    Skills you'll gain: Supervised Learning, Feature Engineering, Predictive Modeling, Data Processing, Data Manipulation, Predictive Analytics, Data Visualization, Interactive Data Visualization, Design Thinking, Applied Machine Learning, Web Scraping, Machine Learning Algorithms, Flask (Web Framework), Data Visualization Software, Scikit Learn (Machine Learning Library), Application Deployment, Data Validation, Verification And Validation, Machine Learning, Python Programming

    4.2
    Rating, 4.2 out of 5 stars
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    249 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Microsoft

    Introduction to Programming With C#

    Skills you'll gain: C# (Programming Language), Object Oriented Programming (OOP), Debugging, .NET Framework, Microsoft Visual Studio, Microsoft Copilot, Microsoft Development Tools, Programming Principles, Computer Programming, Integrated Development Environments, Development Environment

    4.6
    Rating, 4.6 out of 5 stars
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    95 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Corporate Finance Institute

    Economics for Capital Markets

    Skills you'll gain: Financial Trading, Financial Market, Market Data, Economics, Capital Markets, Market Dynamics, Financial Policy, Market Trend, Banking, Investment Management, Forecasting

    4.7
    Rating, 4.7 out of 5 stars
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    22 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Climate Science for Everyone

    Skills you'll gain: Climate Change Mitigation, Climate Change Adaptation, Environmental Issue, Sustainable Development, Physical Science, Energy and Utilities, Environmental Science, Environmental Policy, Mental Health, Trend Analysis

    4.9
    Rating, 4.9 out of 5 stars
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    20 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Macquarie University

    Excel Skills for Business Forecasting

    Skills you'll gain: Time Series Analysis and Forecasting, Forecasting, Financial Forecasting, Regression Analysis, Microsoft Excel, Demand Planning, Excel Formulas, Trend Analysis, Case Studies, Business Mathematics, Predictive Modeling, Business Metrics, Data Presentation, Statistical Visualization, Graphing, Market Trend, Business Economics, Statistical Modeling, Business Analytics, Decision Making

    4.8
    Rating, 4.8 out of 5 stars
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    318 reviews

    Intermediate · Specialization · 3 - 6 Months

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

  • Generative AI for Mobile App Developers: IBM
  • GenAI for Application Developers: Coursera
  • Planetary Health for Nurses: Yale University
  • New Map for Product Managers: Rulesets for Global Business: University of Maryland, College Park
  • Data Warehousing for Business Intelligence: University of Colorado System
  • Avatar Psychology for Designers: Michigan State University
  • Security Essentials for Modern Developers: Coursera
  • Python Data Products for Predictive Analytics: University of California San Diego
  • Introduction to Programming With C#: Microsoft
  • Economics for Capital Markets: Corporate Finance Institute

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