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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


  • A

    American Psychological Association

    Better Learning

    Skills you'll gain: Learning Strategies, Learning Theory, Human Learning, Mental Concentration, Habit Formation, Productivity, Psychology, Time Management, Self-Awareness, Self-Discipline, Planning

    ★ 4.9 (19) · Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • I

    Illinois Tech

    Statistical Learning

    Skills you'll gain: Statistical Analysis, Data Analysis, Data Science, Statistical Programming, Statistical Methods, Statistical Machine Learning, Statistical Modeling, Applied Machine Learning, Model Evaluation, Regression Analysis, Statistics, Machine Learning Methods, Machine Learning Algorithms, Bayesian Statistics, Supervised Learning, Statistical Inference, Machine Learning, Unsupervised Learning, Predictive Modeling, Logistic Regression

    ★ 4.6 (9) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
    Category: Build toward a degree
    Build toward a degree
  • P

    Packt

    Design for Learning: UX in Online Teaching

    Skills you'll gain: Video Production, Instructional Design, Digital pedagogy, Virtual Environment, User Interface and User Experience (UI/UX) Design, Virtual Reality, Teaching, User Experience Design, Education Software and Technology, User Centered Design, Student Engagement, Learning Styles, Human Centered Design, UI/UX Research, Online Advertising, Survey Creation

    Beginner · Course · 1 - 3 Months

  • U

    University of Colorado System

    Managing ADHD, Autism, Learning Disabilities, and Concussion in School

    Skills you'll gain: Autism Spectrum Disorders, Developmental Disabilities, Mental and Behavioral Health Specialties, Communication Disorders, Neurology, School Psychology, Patient Evaluation, Language Disorders, Disabilities, Mental Health Diseases and Disorders, Special Education, Clinical Psychology, Psychosocial Assessments, School Counseling, Pediatrics, Mental and Behavioral Health, Child Development, Diagnostic Tests, Clinical Assessment, Psychological Evaluations

    ★ 4.8 (1.7K) · Mixed · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • U

    University of Houston

    Powerful Tools for Teaching and Learning: Digital Storytelling

    Skills you'll gain: Storyboarding, Storytelling, Digital pedagogy, Visual Storytelling, Content Creation, Media Production, Video Editing, Digital Publishing, Multimedia, Peer Review, Oral Expression, Editing, Music

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

    Category: Preview
    Preview
  • V

    Vanderbilt University

    Change Management for Generative AI

    Skills you'll gain: Change Management, Organizational Change, Responsible AI, AI Enablement, Business Transformation, Generative AI, Stakeholder Engagement, AI Integrations, Knowledge Transfer, Workforce Development, Stakeholder Management, Employee Training, Leadership, Initiative and Leadership

    ★ 4.3 (164) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • B

    Board Infinity

    Cloud Platforms for ML: AWS, Azure & GCP Deployment

    Skills you'll gain: AWS SageMaker, Serverless Computing, Google Cloud Platform, Cloud Deployment, Model Deployment, AI Integrations, Cloud Platforms, Cloud Computing, Amazon Web Services, Microsoft Azure, Public Cloud, MLOps (Machine Learning Operations), Applied Machine Learning, Enterprise Architecture, Data Pipelines, Amazon S3, Scalability

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
  • M

    Macquarie University

    Create video, audio and infographics for online learning

    Skills you'll gain: Infographics, Canva (Software), Podcasting, Video Production, Instructional Design, Multimedia, Content Creation, Adult Learning Principles, Presentations, Visual Storytelling, Digital pedagogy, Graphic Design, Digital Content, Videography, Visual Design, Storyboarding, Creative Design, Learning Strategies, Electronic Media, Communication Strategies

    ★ 4.8 (109) · Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • S

    Saïd Business School, University of Oxford

    AI Foundations for Business Professionals

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Generative AI, Generative AI Agents, Prompt Patterns, Agentic Workflows, Responsible AI, Generative Model Architectures, Multimodal Prompts, AI Enablement, Artificial Neural Networks, Data Ethics, Governance, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Agentic systems, Business Ethics, Risk Management, Machine Learning, Project Management

    ★ 4.8 (484) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • G

    Google Cloud

    Generative AI for Healthcare

    Skills you'll gain: Large Language Modeling, Prompt Engineering, LLM Application, Generative AI, Prompt Engineering Tools, Generative AI Agents, Artificial Intelligence and Machine Learning (AI/ML), Google Cloud Platform, Artificial Intelligence, Supervised Learning, Machine Learning, Fine-tuning

    ★ 3.9 (75) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • I

    IBM

    Java Programming for Beginners

    Skills you'll gain: Java Programming, Java, Memory Management, Development Environment, Programming Principles, Computer Programming Tools, Computer Programming, Integrated Development Environments, Data Structures, Software Installation

    ★ 4.6 (176) · Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    Analyze and Apply Deep Learning for Computer Vision

    Skills you'll gain: Computer Vision, Image Analysis, Convolutional Neural Networks, Transfer Learning, Deep Learning, Generative AI, Generative Model Architectures, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Recurrent Neural Networks (RNNs), Applied Machine Learning, Feature Engineering, Model Evaluation

    Beginner · Course · 1 - 4 Weeks

1…525354…834

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

  • Better Learning: American Psychological Association
  • Statistical Learning: Illinois Tech
  • Design for Learning: UX in Online Teaching: Packt
  • Managing ADHD, Autism, Learning Disabilities, and Concussion in School: University of Colorado System
  • Powerful Tools for Teaching and Learning: Digital Storytelling: University of Houston
  • Change Management for Generative AI: Vanderbilt University
  • Cloud Platforms for ML: AWS, Azure & GCP Deployment: Board Infinity
  • Create video, audio and infographics for online learning: Macquarie University
  • AI Foundations for Business Professionals: Saïd Business School, University of Oxford
  • Generative AI for Healthcare: Google Cloud

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