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  • Math For Machine Learning

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
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    Coursera

    Navigating Generative AI for Leaders

    Skills you'll gain: Responsible AI, AI Product Strategy, Generative AI, Strategic Thinking, Risking, Data Ethics, Large Language Modeling, Business Strategy, Regulation and Legal Compliance, Business Planning, AI Enablement, Organizational Change, Customer experience strategy (CX), Business Ethics, AI Security, Generative AI Agents, Business Leadership, Business Transformation, Stakeholder Communications, Customer Insights

    4.8
    Rating, 4.8 out of 5 stars
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    244 reviews

    Beginner · Specialization · 1 - 3 Months

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    Coursera

    Utilize LinkedIn for Career Search

    Skills you'll gain: LinkedIn, Professional Networking, Applicant Tracking Systems, Social Media, Editing, Job Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    269 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
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    L&T EduTech

    Machineries for Heavy Lifting

    Skills you'll gain: Structural Engineering, Hydraulics, Engineering Practices, Mechanics, Construction, Engineering, Construction Engineering, Structural Analysis, Equipment Design, Engineering Calculations, Civil Engineering, Mechanical Engineering, Safety Standards

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
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    Multiple educators

    Applied Sustainability for Technical Managers

    Skills you'll gain: Sustainable Business, Sustainability Reporting, Sustainable Design, Corporate Sustainability, Environmental Social And Corporate Governance (ESG), Sustainable Technologies, Sustainable Engineering, Sustainable Systems, Sustainable Development, Sustainability Standards, Business Reporting, Organizational Leadership, Annual Reports, Business Leadership, Supply Management, Waste Minimization, Energy and Utilities, Supply Chain Planning, Social Impact, Sustainable Architecture

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    152 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Kennesaw State University

    Cybersecurity Foundations for Risk Management

    Skills you'll gain: Cyber Governance, Vulnerability Management, Cyber Attacks, Cybersecurity, Cyber Risk, Threat Management, Cyber Threat Intelligence, Security Management, Vulnerability Assessments, Threat Detection, Cyber Security Strategy, Risk Management, Security Awareness, Information Systems Security, Cyber Operations, Incident Response, Network Security, Risk Analysis, Asset Management

    4.7
    Rating, 4.7 out of 5 stars
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    132 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, Environment, Sustainable Development, Physical Science, Environmental Science, Social Impact, Environmental Policy, Trend Analysis, Data Collection

    4.9
    Rating, 4.9 out of 5 stars
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    21 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    The Linux Foundation

    Using Git for Distributed Development

    Skills you'll gain: Git (Version Control System), Version Control, Open Source Technology, Software Development Tools, Software Versioning, Development Environment, Code Review, Linux

    4.6
    Rating, 4.6 out of 5 stars
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    594 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    Berklee

    Touring 101 for Musicians

    Skills you'll gain: Marketing Planning, Performance Measurement, Sales Presentations, Marketing Strategies, Music Performance, Booking (Sales), Goal Setting, Travel Arrangements, Customer Engagement, Event Management, Professional Networking, Talent Management

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of California, Davis

    Optimizing a Website for Google Search

    Skills you'll gain: Keyword Research, Search Engine Optimization, Web Analytics and SEO, Competitive Analysis, Content Strategy, Google Analytics, Web Content, Client Services, Marketing, Content Marketing, Goal Setting

    4.7
    Rating, 4.7 out of 5 stars
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    1.7K reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Michigan State University

    Pixel Art for Video Games

    Skills you'll gain: Animations, Storyboarding, Animation and Game Design, Unity Engine, Color Theory, Video Game Development, Adobe Photoshop, Game Design, Computer Graphics, Graphic and Visual Design, Creativity

    4.5
    Rating, 4.5 out of 5 stars
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    273 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    University of Pennsylvania

    Financial Acumen for Non-Financial Managers

    Skills you'll gain: Financial Reporting, Financial Acumen, Financial Data, Financial Statements, Income Statement, Financial Analysis, Business Reporting, Risk Analysis, Cash Flows, Predictive Analytics, Financial Forecasting, Balance Sheet, Performance Measurement, Business Metrics, Financial Management, Financial Planning, Key Performance Indicators (KPIs), Performance Analysis, Return On Investment, Business Modeling

    4.5
    Rating, 4.5 out of 5 stars
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    980 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
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    Coursera

    Agentic AI Content for Practitioners (Teams: Legal)

    Skills you'll gain: Agentic Workflows, Agentic systems, Contract Compliance, Organizational Change, Legal Technology, Change Management, Contract Review, AI Enablement, Compliance Reporting, Compliance Management, Workflow Management, Regulation and Legal Compliance, Scalability, Automation, Process Design, Risk Analysis

    Intermediate · Course · 1 - 4 Weeks

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

  • Navigating Generative AI for Leaders: Coursera
  • Utilize LinkedIn for Career Search: Coursera
  • Machineries for Heavy Lifting: L&T EduTech
  • Applied Sustainability for Technical Managers: University of Colorado Boulder
  • Cybersecurity Foundations for Risk Management: Kennesaw State University
  • Climate Science for Everyone: Duke University
  • Using Git for Distributed Development: The Linux Foundation
  • Touring 101 for Musicians: Berklee
  • Optimizing a Website for Google Search: University of California, Davis
  • Pixel Art for Video Games: Michigan State University

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