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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


  • J

    John Wiley & Sons

    AI in Healthcare: Insights for Users, Buyers, and Investors

    Skills you'll gain: Healthcare Industry Knowledge, Clinical Documentation, Clinical Informatics, Health Systems, Healthcare Project Management, Health Care, Health Care Procedure and Regulation, Health Informatics, Precision Medicine, Health Care Administration, Medical Devices, Health Technology, AI Enablement, Medical Privacy, Healthcare Ethics, Decision Intelligence, Artificial Intelligence, AI Product Strategy, Machine Learning, AI Workflows

    Intermediate · Course · 3 - 6 Months

  • U

    University of Michigan

    AI Basics and Tools for Creativity

    Skills you'll gain: AI powered creativity, Generative AI, AI literacy, Artificial Intelligence, Image Analysis, Creativity, Design Research, Responsible AI, Problem Solving, Critical Thinking

    4.5
    Rating, 4.5 out of 5 stars
    ·
    68 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Minnesota

    Engineering Practices for Building Quality Software

    Skills you'll gain: Software Design Patterns, Software Design, Software Quality Assurance, Software Engineering, Application Security, Security Architecture Review, Object Oriented Design, Software Architecture, Software Quality (SQA/SQC), Development Testing, Threat Modeling, Maintainability, Application Deployment, IT Security Architecture, Continuous Deployment, Quality Assurance, Continuous Delivery, Software Testing, Continuous Integration, CI/CD

    4.5
    Rating, 4.5 out of 5 stars
    ·
    470 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of Glasgow

    Applied AI for Engineers and Scientists: Foundations

    Skills you'll gain: Model Training, Model Evaluation, Matlab, Data Visualization, Data Preprocessing, Model Optimization, Scientific Visualization, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Statistical Methods, Mathematical Software, Data Literacy, Statistical Machine Learning, Data Wrangling, Applied Mathematics, Data Validation, Data Quality, Mathematical Modeling, Engineering Analysis, Artificial Neural Networks

    5
    Rating, 5 out of 5 stars
    ·
    143 reviews

    Beginner · Specialization · 1 - 3 Months

  • C

    Coursera

    GenAI for Digital Marketing Specialists

    Skills you'll gain: Generative AI, Data-Driven Marketing, Marketing Analytics, Data Ethics, Brand Strategy, Content Creation, Content Marketing, Responsible AI, Brand Management, Branding, Data Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    49 reviews

    Intermediate · Course · 1 - 4 Weeks

  • S

    Skillshare

    Unreal Engine for Beginners

    Skills you'll gain: Unreal Engine, Cinematography, Animation and Game Design, Photo/Video Production and Technology, Virtual Environment, Video Production, 3D Assets, Game Design, Storytelling, Post-Production, Visual Storytelling, Video Editing, Animations, Media Production, Image Quality, Real Time Data, Model Optimization, Data Import/Export

    Beginner · Specialization · 1 - 3 Months

  • S

    Stanford University

    Love as a Force for Social Justice

    Skills you'll gain: Compassion, Interpersonal Communications, Social Justice, Communication, Empathy, Philanthropy, Relationship Building, Social Impact, Liberal Arts, Community Organizing, Advocacy, Culture, Social Sciences, Community and Social Work, Cultural Diversity, Creativity, Psychology, Performing Arts, Mindfulness, Ethical Standards And Conduct

    4.7
    Rating, 4.7 out of 5 stars
    ·
    430 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Python for Beginners: Variables and Strings

    Skills you'll gain: Data Import/Export, Data Analysis, Data Visualization, Programming Principles, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
    ·
    58 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • T

    The Museum of Modern Art

    Art & Activity: Interactive Strategies for Engaging with Art

    Skills you'll gain: Design Thinking, Instructional Strategies, Creative Thinking, Creative Problem-Solving, Curriculum Planning, Game Design, Learning Strategies, Learning Styles, Liberal Arts, Personal Development, Empathy, Self-Awareness, Emotional Intelligence

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.3K reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Introduction to FPGA Design for Embedded Systems

    Skills you'll gain: Field-Programmable Gate Array (FPGA), Hardware Design, Application Specific Integrated Circuits, Embedded Systems, Electronic Systems, Schematic Diagrams, Hardware Architecture, System Design and Implementation, Design Software, Software Development Tools, Verification And Validation, Simulation and Simulation Software, Digital Design

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1.2K reviews

    Intermediate · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Essential Epidemiologic Tools for Public Health Practice

    Skills you'll gain: Epidemiology, Public Health, Public Health and Disease Prevention, Geographic Information Systems, Statistical Visualization, Data Visualization Software, GIS Software, Geospatial Information and Technology, Datamaps, Geospatial Mapping, Community Health, Health Policy, Graphing, Risk Analysis, Estimation, Statistical Methods

    4.7
    Rating, 4.7 out of 5 stars
    ·
    3.1K reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Michigan

    Foundational Skills for Communicating About Health

    Skills you'll gain: Non-Verbal Communication, Verbal Communication Skills, Patient Communication, Storytelling, Public Speaking, Communication, Advocacy, Health Education, Communication Strategies, Interpersonal Communications, Concision, Community Health, Health Policy, Persuasive Communication, Goal Setting

    4.7
    Rating, 4.7 out of 5 stars
    ·
    131 reviews

    Beginner · Course · 1 - 3 Months

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

  • AI in Healthcare: Insights for Users, Buyers, and Investors: John Wiley & Sons
  • AI Basics and Tools for Creativity: University of Michigan
  • Engineering Practices for Building Quality Software: University of Minnesota
  • Applied AI for Engineers and Scientists: Foundations: University of Glasgow
  • GenAI for Digital Marketing Specialists: Coursera
  • Unreal Engine for Beginners: Skillshare
  • Love as a Force for Social Justice: Stanford University
  • Python for Beginners: Variables and Strings: Coursera
  • Art & Activity: Interactive Strategies for Engaging with Art: The Museum of Modern Art
  • Introduction to FPGA Design for Embedded Systems: University of Colorado Boulder

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