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  • Linear Algebra For Machine Learning

Linear Algebra for Machine Learning Courses

Linear Algebra for Machine Learning courses can help you learn matrix operations, vector spaces, eigenvalues, and linear transformations. You can build skills in solving systems of equations, dimensionality reduction, and understanding data representations. Many courses introduce tools like NumPy and MATLAB, that support implementing algorithms and performing computations efficiently in AI and machine learning projects.

Popular Linear Algebra for Machine Learning Courses and Certifications


  • U

    University of Pennsylvania

    AI Strategy and Governance

    Skills you'll gain: Responsible AI, Data Ethics, Data Strategy, AI Enablement, AI Product Strategy, Data Governance, Business Strategies, Corporate Strategy, General Data Protection Regulation (GDPR), Personally Identifiable Information, Data Security, Governance, Business Transformation, Law, Regulation, and Compliance, Artificial Intelligence, Risking, Big Data, Machine Learning, Model Deployment, Innovation

    4.7 stars, 464 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (464) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • V

    Vanderbilt University

    Introduction to Programming with MATLAB

    Skills you'll gain: File I/O, Matlab, Programming Principles, Functional Design, Computer Programming, Code Reusability, Program Development, Computational Logic, Computer Science, Data Import/Export, Mathematical Software, C (Programming Language), Debugging, Computer Programming Tools, File Management, Data Structures, Data Persistence, Plot (Graphics), Problem Solving

    4.8 stars, 18K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (18K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Pennsylvania

    Vital Signs: Understanding What the Body Is Telling Us

    Skills you'll gain: Vital Signs, Blood Pressure, Respiration, Respiratory Care, Pulmonology, Pain Management, Physiology, Hemodynamics, Health Assessment, Cardiology, Thermal Management, Capillary, Neurology, Anatomy, Clinical Assessment

    4.8 stars, 6.9K reviews, Mixed, Course, 1 - 3 Months

    ★ 4.8 (6.9K) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • D

    DeepLearning.AI

    AI and Public Health

    Skills you'll gain: Model Evaluation, Data Analysis, Jupyter, Artificial Intelligence and Machine Learning (AI/ML), Exploratory Data Analysis, Data Ethics, Machine Learning Algorithms, Artificial Intelligence, Model Training, Machine Learning, Applied Machine Learning, Responsible AI, Data Manipulation, Supervised Learning, Information Privacy, AI literacy, Environmental Monitoring, Healthcare Ethics, Public Health

    4.8 stars, 252 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (252) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • A

    Arizona State University

    Foundations of Persuasion

    Skills you'll gain: Persuasive Communication, Report Writing, Communication, Writing, Concision, Research, Emotional Intelligence

    Advanced · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • I

    IBM

    Introduction to Software Engineering

    Skills you'll gain: Software Development Life Cycle, Software Architecture, Full-Stack Web Development, Software Design, Web Development, Software Development Methodologies, Software Design Patterns, Development Environment, Unified Modeling Language, Software Engineering, Web Applications, Software Development Tools, Software Development, Application Deployment, Programming Principles, Front-End Web Development, Web Language, Back-End Web Development, Integrated Development Environments, Python Programming

    4.7 stars, 4.8K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (4.8K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • I

    IBM

    IBM Applied DevOps Engineering

    Skills you'll gain: User Story, Cloud Deployment, CI/CD, Open Web Application Security Project (OWASP), Continuous Integration, OpenShift, Istio, Kubernetes, Test Driven Development (TDD), Application Deployment, Devops Tools, Gherkin (Scripting Language), Jenkins, Agile Software Development, Scrum (Software Development), DevOps, Secure Coding, Grafana, System Monitoring, Agile Methodology

    4.7 stars, 8.2K reviews, Intermediate, Professional Certificate, 3 - 6 Months

    ★ 4.7 (8.2K) · Intermediate · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • A

    Arizona State University

    Advanced Strategies in Persuasion

    Skills you'll gain: Persuasive Communication, Critical Thinking, Deductive Reasoning, Communication Strategies, Communication, Analytical Skills, Decision Making, Problem Solving

    Advanced · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • T

    The Museum of Modern Art

    Teaching with Art: Using Inquiry, Activities, and Themes

    Skills you'll gain: Design Thinking, Creative Thinking, Creative Problem-Solving, Education and Training, Empathy & Emotional Intelligence, Instructional Strategies, Liberal Arts, Interactive Learning, Pedagogy, Student-Centred Learning, Cultural Responsiveness, Creativity, Social Justice, Self-Awareness, Curriculum Development, Empathy, Social Impact, Literacy, Learning Strategies, Communication Strategies

    4.8 stars, 2.1K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.8 (2.1K) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • S

    Stanford Online

    Child Nutrition and Cooking

    Skills you'll gain: Nutrition Education, Cooking, Meal Planning And Preparation, Nutrition and Diet, Child Health, Working With Children, Cultural Sensitivity, Decision Making

    4.8 stars, 10K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (10K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • B

    Birla Institute of Technology & Science, Pilani

    Basic Engineering Mathematics

    Skills you'll gain: Integral Calculus, Trigonometry, Engineering Analysis, Linear Algebra, Calculus, Advanced Mathematics, Differential Equations, Mathematical Modeling, Mathematical Theory & Analysis, Applied Mathematics, Engineering, Algebra, Derivatives

    4.5 stars, 190 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.5 (190) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • U

    University of Michigan

    Python 3 Programming

    Skills you'll gain: Unified Modeling Language, JSON, Object Oriented Programming (OOP), File I/O, Software Design, Software Design Documents, Debugging, Object Oriented Design, Data Processing, Diagram Design, Unit Testing, Programming Principles, Program Development, Python Programming, Data Import/Export, Data Wrangling, Restful API, Image Analysis, Data Manipulation, Computer Programming

    4.8 stars, 23K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (23K) · Beginner · Specialization · 3 - 6 Months

    Status: Trending right now
    Trending right now
    Status: Free trial
    Free trial
1…411412413…834

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

  • AI Strategy and Governance: University of Pennsylvania
  • Introduction to Programming with MATLAB: Vanderbilt University
  • Vital Signs: Understanding What the Body Is Telling Us: University of Pennsylvania
  • AI and Public Health: DeepLearning.AI
  • Foundations of Persuasion: Arizona State University
  • Introduction to Software Engineering: IBM
  • IBM Applied DevOps Engineering: IBM
  • Advanced Strategies in Persuasion: Arizona State University
  • Teaching with Art: Using Inquiry, Activities, and Themes: The Museum of Modern Art
  • Child Nutrition and Cooking: Stanford Online

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