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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


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    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

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    Adobe

    AI Foundations for Creativity

    Skills you'll gain: Responsible AI, Data Ethics, Generative AI, Creativity, Prompt Engineering, Ideation, Brainstorming, Adobe Creative Cloud, Artificial Intelligence, Innovation, Design Thinking, Content Creation, Scalability, Multimedia, Storytelling, Visual Design, Content Strategy

    Beginner · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Strategies for Effective Engagement

    Skills you'll gain: Stakeholder Communications, Stakeholder Analysis, Systems Thinking, Communication Strategies, Business Systems Analysis, Ethical Standards And Conduct

    4.5
    Rating, 4.5 out of 5 stars
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    53 reviews

    Beginner · Course · 1 - 4 Weeks

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    Microsoft

    Microsoft Copilot for Security

    Skills you'll gain: Prompt Engineering, Microsoft Copilot, Security Information and Event Management (SIEM), Cyber Threat Hunting, Security Software, Microsoft Azure, Security Controls, Cyber Security Assessment, Incident Response, Generative AI, Artificial Intelligence, Query Languages

    4.8
    Rating, 4.8 out of 5 stars
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    12 reviews

    Intermediate · Course · 1 - 3 Months

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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
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    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
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    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

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    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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    University of Colorado Boulder

    FPGA Design for Embedded Systems

    Skills you'll gain: Field-Programmable Gate Array (FPGA), Hardware Design, Electronic Systems, Verification And Validation, Embedded Systems, Electronics Engineering, Application Specific Integrated Circuits, Electronic Hardware, System Design and Implementation, Program Development, Technical Design, Computer Architecture, Eclipse (Software), Computational Logic, Hardware Architecture, Embedded Software, Integrated Development Environments, Microarchitecture, Programmable Logic Controllers, Development Environment

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
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    1.7K reviews

    Intermediate · Specialization · 3 - 6 Months

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    LearnQuest

    Strategic Foundations for CRO Leadership

    Skills you'll gain: Sales Pipelines, Sales Process, Sales Management, Regional Sales, Sales Territory Management, Sales Strategy, Sales Training, Talent Management, Revenue Management, Cross-Functional Team Leadership, Employee Coaching, Customer Relationship Management (CRM) Software, Data-Driven Decision-Making, Target Market, Market Opportunities, Marketing Analytics, Recruitment, Key Performance Indicators (KPIs)

    Beginner · Course · 1 - 4 Weeks

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    École Polytechnique

    Wind resources for renewable energies

    Skills you'll gain: Hydraulics, Real Time Data, Physical Science, Estimation, Spatial Data Analysis, Mathematical Modeling, Environmental Engineering, Engineering Analysis, Applied Mathematics, Mechanics

    3.6
    Rating, 3.6 out of 5 stars
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    130 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free
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    Amazon Web Services

    Generative AI for Executives

    Skills you'll gain: Amazon Bedrock, Generative AI Agents, AI Product Strategy, Business Solutions, Business Transformation, Technical Communication, Business Leadership, Prompt Engineering

    4.2
    Rating, 4.2 out of 5 stars
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    33 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Security Essentials for Modern Developers: Coursera
  • AI Foundations for Creativity: Adobe
  • Strategies for Effective Engagement : University of Colorado Boulder
  • Microsoft Copilot for Security: Microsoft
  • Introduction to Programming With C#: Microsoft
  • Economics for Capital Markets: Corporate Finance Institute
  • Climate Science for Everyone: Duke University
  • Excel Skills for Business Forecasting: Macquarie University
  • FPGA Design for Embedded Systems: University of Colorado Boulder
  • Strategic Foundations for CRO Leadership: LearnQuest

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