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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
    U

    University of Colorado Boulder

    The Neuroscience of Leading High-Performance Teams

    Skills you'll gain: Organizational Leadership, Team Motivation, Team Leadership, Initiative and Leadership, Leadership, Team Management, Team Performance Management, Leadership and Management, Team Building, Drive Engagement, Storytelling, Coaching, Employee Coaching, Industrial and Organizational Psychology, Goal Setting, Employee Engagement, Collaboration, Influencing, Empathy & Emotional Intelligence, Neurology

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
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    75 reviews

    Beginner · Course · 1 - 3 Months

  • I

    ISC2

    Risk Identification, Monitoring, and Analysis

    Skills you'll gain: Vulnerability Assessments, Risk Management, Continuous Monitoring, Operational Risk, Threat Management, Intrusion Detection and Prevention, Business Risk Management, Cyber Risk, Vulnerability Management, Security Controls, Enterprise Risk Management (ERM), Risk Mitigation, Risk Analysis, Compliance Management, Law, Regulation, and Compliance, Security Information and Event Management (SIEM), Technical Communication, Network Monitoring, Network Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    29 reviews

    Beginner · Course · 1 - 4 Weeks

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    D

    DeepLearning.AI

    컨볼루션 신경망

    Skills you'll gain: Convolutional Neural Networks, Computer Vision, Image Analysis, Keras (Neural Network Library), Artificial Neural Networks, Tensorflow, Deep Learning, Transfer Learning, Applied Machine Learning, Classification Algorithms, Network Architecture

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    A

    Arm

    Advanced Armv8-M Features

    Skills you'll gain: Performance Tuning, Embedded Systems, Application Security, System Programming, Digital Signal Processing, Security Engineering, Computer Architecture, Hardware Architecture

    4.8
    Rating, 4.8 out of 5 stars
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    23 reviews

    Advanced · Course · 1 - 3 Months

  • Status: New
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    Status: Free Trial
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    S

    Skillshare

    Master Photography & Affinity Photo Techniques

    Skills you'll gain: Photo Editing, Photography, Adobe Photoshop, Storytelling, Photo/Video Production and Technology, Landscape Architecture, Geographic Information Systems, Image Quality, Global Positioning Systems, Planning, Research, Adobe Creative Cloud, Timelines, Creative Thinking, Creativity, Design Elements And Principles, Color Theory, Critical Thinking, Editing

    3.4
    Rating, 3.4 out of 5 stars
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    8 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    M

    Microsoft

    Data Analysis, Visualization, and Communication with Copilot

    Skills you'll gain: Microsoft Copilot, Natural Language Processing, Data Storytelling, Technical Communication, Data Visualization, Data-Driven Decision-Making, Interactive Data Visualization, Generative AI, Data Visualization Software, Data Analysis, Strategic Communication, Communication, Big Data, Responsible AI, Artificial Intelligence, Presentations, Advanced Analytics

    4.7
    Rating, 4.7 out of 5 stars
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    33 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    C

    Coursera

    Value Stream Mapping

    Skills you'll gain: Process Mapping, Strategic Thinking, Process Analysis, Process Management, Business Workflow Analysis, Operational Efficiency, Business Process Improvement, Process Improvement, Lean Methodologies, Waste Minimization

    4
    Rating, 4 out of 5 stars
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    43 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    G

    Google Cloud

    AI Infrastructure: Introduction to AI Hypercomputer

    Skills you'll gain: Model Deployment, Google Cloud Platform, Cloud Deployment, Cloud Computing Architecture, Performance Tuning, Infrastructure Architecture, Artificial Intelligence, Hardware Architecture

    4.2
    Rating, 4.2 out of 5 stars
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    17 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    C

    Coursera

    Psychological Safety

    Skills you'll gain: Workplace inclusivity, Diversity Equity and Inclusion Initiatives, Empowerment, Resilience, Personal Development, Self-Awareness, Teamwork, Collaboration, Constructive Feedback, Relationship Building, Active Listening, Interpersonal Communications

    4.7
    Rating, 4.7 out of 5 stars
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    54 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    L

    LearnQuest

    AI 알고리즘 모델과 한계점

    Skills you'll gain: Predictive Modeling, Predictive Analytics, Machine Learning Algorithms, Machine Learning, Algorithms, Responsible AI, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Model Evaluation, Business Ethics, Ethical Standards And Conduct

    4.3
    Rating, 4.3 out of 5 stars
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    14 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    Universidad Austral

    Optimización de Redes Neuronales Profundas

    Skills you'll gain: Tensorflow, Deep Learning, Performance Tuning, Model Evaluation, Artificial Neural Networks, Data Preprocessing, Machine Learning Algorithms, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Codio

    Introduction to Terraform

    Skills you'll gain: Terraform, Infrastructure as Code (IaC), Infrastructure As A Service (IaaS), Cloud Infrastructure, Amazon Web Services, Amazon Elastic Compute Cloud, Infrastructure Architecture, Cloud Management, Program Development, Programming Principles, Cloud Platforms, Data Security, Version Control, File Management

    4.1
    Rating, 4.1 out of 5 stars
    ·
    21 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

  • The Neuroscience of Leading High-Performance Teams: University of Colorado Boulder
  • Risk Identification, Monitoring, and Analysis: ISC2
  • 컨볼루션 신경망: DeepLearning.AI
  • Advanced Armv8-M Features: Arm
  • Master Photography & Affinity Photo Techniques: Skillshare
  • Data Analysis, Visualization, and Communication with Copilot: Microsoft
  • Value Stream Mapping: Coursera
  • AI Infrastructure: Introduction to AI Hypercomputer: Google Cloud
  • Psychological Safety: Coursera
  • AI 알고리즘 모델과 한계점: LearnQuest

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