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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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    Sungkyunkwan University

    A Bridge to the World: Korean Language for Advanced Ⅰ

    Skills you'll gain: Language Learning, Oral Comprehension, Vocabulary, Culture, Language Competency, Cultural Diversity, Discussion Facilitation, Writing

    4.9
    Rating, 4.9 out of 5 stars
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    130 reviews

    Advanced · Course · 1 - 3 Months

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    S.P. Jain Institute of Management and Research

    Finance for Decision-Making

    Skills you'll gain: Financial Statements, Investment Management, Business Mathematics, Risk Management, Case Studies, Decision Making, Business Strategies, Personal Development, Stress Management, Critical Thinking, Mindfulness

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    University of Michigan

    AI for Autonomous Vehicles and Robotics

    Skills you'll gain: Machine Learning Methods, Machine Learning Software, Machine Learning, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Image Analysis, Deep Learning, Computer Vision, Artificial Intelligence, Generative AI, Statistical Machine Learning, Reinforcement Learning, Artificial Neural Networks, Automation, Algorithms

    4.5
    Rating, 4.5 out of 5 stars
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    48 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    GenAI for Technology Consultants

    Skills you'll gain: ChatGPT, Responsible AI, Technical Consulting, Consulting, Business Consulting, Generative AI, Prompt Engineering Tools, Business Reporting, Research Reports, Client Services, Business Process Automation, Data Analysis, Innovation

    3.7
    Rating, 3.7 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 4 Weeks

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    Starweaver

    Gen AI For Sustainability

    Skills you'll gain: Responsible AI, Sustainable Development, Data Ethics, Generative AI, Sustainable Systems, Corporate Sustainability, Sustainability Reporting, Diversity and Inclusion, Artificial Intelligence, Environmental Social And Corporate Governance (ESG), Case Studies, Business Ethics, Climate Change Mitigation, Environmental Monitoring, Supply Chain Planning, Problem Solving, Content Strategy

    Intermediate · Course · 1 - 4 Weeks

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    Microsoft

    Copilot for Power BI

    Skills you'll gain: Microsoft Copilot, Generative AI, Power BI, AI Product Strategy, Data Presentation, Interactive Data Visualization, Data Storytelling, Process Optimization, Data Analysis Expressions (DAX), Business Intelligence, Prompt Engineering, Product Demonstration, Data Analysis

    4.5
    Rating, 4.5 out of 5 stars
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    54 reviews

    Intermediate · Course · 1 - 4 Weeks

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    University of London

    Quantitative Foundations for International Business

    Skills you'll gain: Business Mathematics, Linear Algebra, Mathematical Modeling, Calculus, Financial Modeling, Algebra, Business Economics, Graphing

    4.1
    Rating, 4.1 out of 5 stars
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    424 reviews

    Mixed · Course · 1 - 4 Weeks

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    Copenhagen Business School

    Business Models For Sustainability

    Skills you'll gain: Sustainable Business, Corporate Sustainability, Stakeholder Engagement, Sustainable Development, Business Modeling, Innovation, Environmental Social And Corporate Governance (ESG), Marketing Communications, Business Strategies, Case Studies, Systems Thinking, Strategic Partnership

    4.7
    Rating, 4.7 out of 5 stars
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    41 reviews

    Beginner · Course · 1 - 3 Months

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    University of Michigan

    Python Fundamentals for Designers

    Skills you'll gain: Interactive Data Visualization, Interactive Design, Programming Principles, Visualization (Computer Graphics), Python Programming, Graphic and Visual Design, Computer Graphics, Computational Logic, Computer Programming, Data Import/Export, Computational Thinking, Data Structures, Animations

    5
    Rating, 5 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 3 Months

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    Arizona State University

    Workplace Culture for Everyone

    Skills you'll gain: Empathy, Team Leadership, Compassion, Influencing, Emotional Intelligence, Team Building, Leadership, Teamwork, Social Skills, Team Management, Self-Awareness, Media and Communications, Digital Communications, Interpersonal Communications, Decision Making, Non-Verbal Communication, Conflict Management, Independent Thinking, Open Mindset, Accountability

    4.7
    Rating, 4.7 out of 5 stars
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    111 reviews

    Beginner · Specialization · 3 - 6 Months

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    Coursera

    GenAI for Sales Teams

    Skills you'll gain: Responsible AI, AI Personalization, Sales Enablement, Sales Strategy, Sales Process, Sales Management, Sales Development, Customer experience improvement, Sales Operations, Generative AI Agents, Customer Engagement, Sales, Data-Driven Decision-Making

    4.1
    Rating, 4.1 out of 5 stars
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    8 reviews

    Beginner · Course · 1 - 4 Weeks

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    KodeKloud

    Kubernetes Basics for DevOps

    Skills you'll gain: Kubernetes, Microservices, Containerization, Cloud-Native Computing, Docker (Software), DevOps, Application Deployment, YAML, General Networking, Scalability, Command-Line Interface

    4.6
    Rating, 4.6 out of 5 stars
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    20 reviews

    Beginner · Course · 1 - 3 Months

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

  • A Bridge to the World: Korean Language for Advanced Ⅰ: Sungkyunkwan University
  • Finance for Decision-Making: S.P. Jain Institute of Management and Research
  • AI for Autonomous Vehicles and Robotics: University of Michigan
  • GenAI for Technology Consultants: Coursera
  • Gen AI For Sustainability: Starweaver
  • Copilot for Power BI : Microsoft
  • Quantitative Foundations for International Business: University of London
  • Business Models For Sustainability: Copenhagen Business School
  • Python Fundamentals for Designers: University of Michigan
  • Workplace Culture for Everyone: Arizona State University

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