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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
    Free
    C

    Coursera

    Copy.AI for Beginners: Generate texts for various use cases

    Skills you'll gain: Prompt Engineering, Workflow Management, Generative AI, Organizational Skills, Content Creation, Brand Management

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    Scalable Microservices for Developers

    Skills you'll gain: Microservices, Spring Boot, Spring Framework, IntelliJ IDEA, Java Programming, Restful API, Object Oriented Programming (OOP), Java, Application Deployment, Software Architecture, API Design, Integrated Development Environments, Scalability, Service Oriented Architecture, Web Applications, Software Testing, Unit Testing, Object-Relational Mapping, Distributed Computing, Application Security

    4.3
    Rating, 4.3 out of 5 stars
    ·
    62 reviews

    Intermediate · Specialization · 1 - 3 Months

  • D

    Duke University

    MySQL-for-Data-Engineering

    Skills you'll gain: MySQL, Bash (Scripting Language), Scripting, Database Management, Relational Databases, Command-Line Interface, SQL, Databases, Data Import/Export, Database Application, Data Pipelines, Data Manipulation, Python Programming, Linux

    4.2
    Rating, 4.2 out of 5 stars
    ·
    12 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • T

    The Chinese University of Hong Kong

    Basic Modeling for Discrete Optimization

    Skills you'll gain: Operations Research, Applied Mathematics, Mathematical Modeling, Problem Solving, Combinatorics, Graph Theory, Decision Support Systems, Computational Thinking, Data Modeling

    4.8
    Rating, 4.8 out of 5 stars
    ·
    455 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    P

    Packt

    Workplace Communication Skills for Managers

    Skills you'll gain: Leadership Development, Leadership, Professional Development, Leadership and Management, Conflict Management, Strategic Leadership, Communication, Collaboration, Communication Strategies, People Management, Interpersonal Communications, Business Communication, Emotional Intelligence, Team Management, Corporate Communications, Strategic Communication, Self-Awareness, Relationship Building, Business Management

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    GenAI for Customer Communication

    Skills you'll gain: AI Personalization, Customer Engagement, Data-Driven Decision-Making, Customer experience strategy (CX), Customer Service, Customer experience improvement, Customer Communications Management, Customer Relationship Management (CRM) Software, Personalized Service, Customer Insights, Business Analytics, ChatGPT, User Feedback, Analytics, Consumer Behaviour, Real Time Data, Automation

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    A

    Adobe

    Generative AI for Graphic Designers

    Skills you'll gain: Prompt Engineering, Adobe Illustrator, Generative AI, Graphic and Visual Design, Adobe Creative Cloud, Graphic Design, Creative Design, Digital Design, Creativity, Color Theory, Innovation, Creative Thinking, Visual Design, Content Creation, Branding

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Maryland, College Park

    Intellectual Property for Entrepreneurs

    Skills you'll gain: Intellectual Property, Entrepreneurship, Business Strategy, Innovation, Regulation and Legal Compliance, Legal Strategy, Legal Risk, Commercialization, Branding, Competitive Analysis

    4.8
    Rating, 4.8 out of 5 stars
    ·
    79 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    M

    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
    ·
    27 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    A

    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

  • Status: Free Trial
    Free Trial
    U

    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
    ·
    53 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    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
    ·
    1.7K reviews

    Intermediate · Specialization · 3 - 6 Months

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

  • Copy.AI for Beginners: Generate texts for various use cases: Coursera
  • Scalable Microservices for Developers: Vanderbilt University
  • MySQL-for-Data-Engineering: Duke University
  • Basic Modeling for Discrete Optimization: The Chinese University of Hong Kong
  • Workplace Communication Skills for Managers: Packt
  • GenAI for Customer Communication: Coursera
  • Generative AI for Graphic Designers: Adobe
  • Intellectual Property for Entrepreneurs: University of Maryland, College Park
  • Avatar Psychology for Designers: Michigan State University
  • AI Foundations for Creativity: Adobe

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