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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


  • Status: Free Trial
    Free Trial
    D

    DeepLearning.AI

    Data Storytelling

    Skills you'll gain: Data Storytelling, Data Presentation, Data Visualization, Tableau Software, Dashboard, LinkedIn, Professional Networking, Data Visualization Software, Looker (Software), Technical Communication, Power BI, Stakeholder Engagement, Interviewing Skills

    4.9
    Rating, 4.9 out of 5 stars
    ·
    27 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Mastering Neural Networks and Model Regularization

    Skills you'll gain: PyTorch (Machine Learning Library), Convolutional Neural Networks, Deep Learning, Supervised Learning, Artificial Neural Networks, Model Evaluation, Decision Tree Learning, Network Planning And Design, Machine Learning, Computer Vision

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Get Started with Airtable

    Skills you'll gain: Project Schedules, Project Management Software, Workflow Management, Dashboard, Real Time Data, Timelines, Kanban Principles, Database Software, Project Management, Data Sharing, Stakeholder Communications, Leadership, Problem Solving

    3.9
    Rating, 3.9 out of 5 stars
    ·
    32 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Concepts in Python: Loops, Functions and Returns

    Skills you'll gain: Computational Thinking, Python Programming, Scripting, Computer Programming, Programming Principles, Software Development

    4.6
    Rating, 4.6 out of 5 stars
    ·
    118 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    O

    O.P. Jindal Global University

    Banking & Finance in India

    Skills you'll gain: Financial Market, Capital Markets, Financial Systems, Securities (Finance), Banking, Financial Policy, Finance, Equities, Economics, Financial Regulation, Public Administration, Commercial Banking, Budget Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    28 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    C

    Coursera

    Navigating Compliance in the Food and Beverage Industry

    Skills you'll gain: Food Safety and Sanitation, Food and Beverage, Legal Risk, Cleanliness, Restaurant Management, Restaurant Operation, Training Programs, Compliance Management, Food Quality Assurance And Control, Regulatory Compliance, Employee Training, Health And Safety Standards, Hazard Analysis, Risk Analysis, Risk Management

    4.5
    Rating, 4.5 out of 5 stars
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    22 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Supporting Parents of a Newborn Baby

    Skills you'll gain: Postpartum Care, Child Health, Infant Care, Maternal Health, Health Assessment, Family Support, Parent Communication, Child Development, Diversity Awareness, Mental Health, Relationship Building

    4.9
    Rating, 4.9 out of 5 stars
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    197 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
    Free
    C

    Coursera

    Build a CRUD Node.js and MongoDB employee management web-app

    Skills you'll gain: Docker (Software), Containerization, Restful API, User Interface (UI), HTML and CSS, Node.JS, MongoDB, Database Management, Databases, JavaScript Frameworks, Web Applications, Web Development, Web Development Tools, Back-End Web Development, Full-Stack Web Development, Application Development, Javascript, GitHub

    4
    Rating, 4 out of 5 stars
    ·
    22 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Easing Physical Symptoms: It's Not Just Hospice Anymore

    Skills you'll gain: Pain Management, Hospice, Patient Evaluation, Respiratory Care, Psychiatric Assessments, Clinical Assessment, Caregiving, Mental Health Diseases and Disorders, Patient Education And Counseling, Geriatrics, Nutrition and Diet, Pharmacology

    4.9
    Rating, 4.9 out of 5 stars
    ·
    89 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Cloud Computing Project

    Skills you'll gain: Real Time Data, Apache Spark, Cloud Computing, Apache Hadoop, Cloud Applications, Cloud Infrastructure, Data Processing, Data Capture, Big Data, Distributed Computing

    4
    Rating, 4 out of 5 stars
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    40 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Preview
    Preview
    C

    Coursera

    Understanding & Preventing Workplace Sexual Harassment

    Skills you'll gain: Diversity and Inclusion, Workplace inclusivity, Cultural Diversity, Empathy, Law, Regulation, and Compliance, Security Awareness, Advocacy, Professionalism, Conflict Management, Accountability, Investigation

    4.5
    Rating, 4.5 out of 5 stars
    ·
    50 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Data Mining Project

    Skills you'll gain: Data Mining, Data Science, Data Modeling, Big Data, Analytical Skills, Unstructured Data, Data Preprocessing, Data Quality, Data Collection, Model Evaluation, Technical Communication, Technical Writing

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    29 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Data Storytelling: DeepLearning.AI
  • Mastering Neural Networks and Model Regularization: Johns Hopkins University
  • Get Started with Airtable: Coursera
  • Concepts in Python: Loops, Functions and Returns: Coursera
  • Banking & Finance in India: O.P. Jindal Global University
  • Navigating Compliance in the Food and Beverage Industry: Coursera
  • Supporting Parents of a Newborn Baby: University of Colorado System
  • Build a CRUD Node.js and MongoDB employee management web-app: Coursera
  • Easing Physical Symptoms: It's Not Just Hospice Anymore: University of Colorado System
  • Cloud Computing Project: University of Illinois Urbana-Champaign

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