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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
    Free Trial
    G

    Google

    Prepare Data for Exploration

    Skills you'll gain: Data Ethics, File Management, Data Security, Google Sheets, Databases, Data Access, Data Quality, Data Collection, SQL, Data Import/Export, Metadata Management, Unstructured Data

    4.8
    Rating, 4.8 out of 5 stars
    ·
    23K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free
    Free
    U

    University of Colorado Boulder

    Compassionate Leadership Through Service Learning with Jane Goodall and Roots & Shoots

    Skills you'll gain: Community Organizing, Compassion, Community Development, Community Outreach, Social Impact, Needs Assessment, Train The Trainer, Program Evaluation, Empathy, Education and Training, Data Mapping, Initiative and Leadership, Empowerment, Curriculum Planning, Working With Children, Collaboration, Planning, Driving engagement, Environmental Issue

    4.8
    Rating, 4.8 out of 5 stars
    ·
    162 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    J

    John Wiley & Sons

    AutoCAD For Dummies

    Skills you'll gain: AutoCAD, Autodesk, Technical Drawing, Computer-Aided Design, Engineering Drawings, 3D Modeling, Architectural Drawing, Drafting and Engineering Design, 3D Assets, Visualization (Computer Graphics), Design Software, Engineering Documentation, Plot (Graphics), Technical Documentation, Computer Graphics, Graphical Tools, Data Import/Export, Digital Design, Design and Product, Design Elements And Principles

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Python Essentials for MLOps

    Skills you'll gain: Pandas (Python Package), MLOps (Machine Learning Operations), NumPy, Unit Testing, Model Deployment, Data Manipulation, Test Script Development, Software Testing, Data Import/Export, Applied Machine Learning, Test Automation, Data Wrangling, Python Programming, Code Reusability, Data Processing, Debugging, Data Structures, Machine Learning, Object Oriented Programming (OOP), Scripting

    4.2
    Rating, 4.2 out of 5 stars
    ·
    375 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    P

    Packt

    Learning GDScript by Developing a Game with Godot 4

    Skills you'll gain: Object Oriented Design, Object Oriented Programming (OOP), File Systems, Video Game Development, Software Design Patterns, Local Area Networks, File I/O, Game Design, Computer Programming, Scripting, Software Architecture, Animation and Game Design, Programming Principles, Maintainability, Scripting Languages, Code Reusability, Data Persistence, Other Programming Languages, Graphic Design, Design and Product

    Beginner · Course · 3 - 6 Months

  • Status: Preview
    Preview
    A

    Alfaisal University | KLD

    كيفية بناء منظمة متعلمة|How to Build a Learning Organization

    Skills you'll gain: Knowledge Transfer, Organizational Development, Culture Transformation, Organizational Leadership, Willingness To Learn, Leadership Studies, Lifelong Learning, Innovation, Learning Strategies, Market Share, Leadership Development, Business Strategy, Case Studies, Leadership

    4.9
    Rating, 4.9 out of 5 stars
    ·
    18 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    P

    Packt

    NetSuite for Consultants

    Skills you'll gain: Project Implementation, Requirements Elicitation, Requirements Analysis, Business Requirements, Enterprise Resource Planning, System Implementation, Functional Requirement, Business Analysis, Ledgers (Accounting), Software Development Methodologies, Middleware, Data Migration, Solution Delivery, Program Implementation, Transaction Processing, Project Planning, Business Workflow Analysis, Financial Reporting, Dashboard, Financial Management

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    T

    The Hong Kong University of Science and Technology

    Business English for Cross-cultural Communication

    Skills you'll gain: Business Ethics, Business Communication, Language Competency, Oral Expression, English Language, Intercultural Competence, Communication Strategies, Public Speaking, Verbal Communication Skills, Business Management, Business Writing, Business, Culture, Vocabulary, Cultural Sensitivity, Writing

    4.7
    Rating, 4.7 out of 5 stars
    ·
    415 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    T

    The Hong Kong University of Science and Technology

    Mathematics for Engineers: The Capstone Course

    Skills you'll gain: Matlab, Engineering Analysis, Mathematical Software, Mechanical Engineering, Numerical Analysis, Mathematical Modeling, Applied Mathematics, Simulation and Simulation Software, Differential Equations, Mechanics, Calculus

    5
    Rating, 5 out of 5 stars
    ·
    45 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IBM

    IBM AI Foundations for Business

    Skills you'll gain: Responsible AI, Data Literacy, AI Enablement, Machine Learning Methods, Data Mining, Generative AI Agents, Generative AI, Generative Model Architectures, Prompt Engineering Tools, AI literacy, AI Product Strategy, Decision Intelligence, Big Data, Information Architecture, Strategic Decision-Making, Cloud Computing, Data Analysis, Data Science, Data Architecture, Leadership

    4.7
    Rating, 4.7 out of 5 stars
    ·
    100K reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Algebra and Differential Calculus for Data Science

    Skills you'll gain: Algebra, Calculus, Applied Mathematics, Graphing, General Mathematics, Data Science, Numerical Analysis, Mathematical Theory & Analysis, Derivatives

    4.6
    Rating, 4.6 out of 5 stars
    ·
    269 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    Introduction to Web Development with HTML, CSS, JavaScript

    Skills you'll gain: HTML and CSS, Hypertext Markup Language (HTML), Web Development Tools, Web Design and Development, Web Development, Cascading Style Sheets (CSS), Web Design, Front-End Web Development, Javascript, Web Applications, Interactive Design, Program Development, JavaScript Frameworks, Full-Stack Web Development, Back-End Web Development

    4.6
    Rating, 4.6 out of 5 stars
    ·
    2.4K reviews

    Beginner · Course · 1 - 3 Months

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

  • Prepare Data for Exploration: Google
  • Compassionate Leadership Through Service Learning with Jane Goodall and Roots & Shoots: University of Colorado Boulder
  • AutoCAD For Dummies: John Wiley & Sons
  • Python Essentials for MLOps: Duke University
  • Learning GDScript by Developing a Game with Godot 4: Packt
  • كيفية بناء منظمة متعلمة|How to Build a Learning Organization: Alfaisal University | KLD
  • NetSuite for Consultants: Packt
  • Business English for Cross-cultural Communication: The Hong Kong University of Science and Technology
  • Mathematics for Engineers: The Capstone Course: The Hong Kong University of Science and Technology
  • IBM AI Foundations for Business: IBM

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