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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


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    O

    O.P. Jindal Global University

    Big Data Analytics

    Skills you'll gain: Big Data, Apache Spark, Apache Hadoop, PySpark, Apache Hive, Databases, Analytics, Data Storage Technologies, Data Mining, NoSQL, Applied Machine Learning, Real Time Data, Distributed Computing, Data Processing, Query Languages, Scripting Languages

    Build toward a degree

    Beginner · Course · 1 - 3 Months

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    T

    The Hong Kong University of Science and Technology

    Chinese Politics Part 2 – China and the World

    Skills you'll gain: International Relations, World History, Diplomacy, Oil and Gas, Political Sciences, Economics, Economic Development, Talent Acquisition, Policy Development

    4.7
    Rating, 4.7 out of 5 stars
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    138 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    L

    LearnKartS

    Google Professional Cloud Architect Prep

    Skills you'll gain: Site Reliability Engineering, Infrastructure as Code (IaC), Google Cloud Platform, Cloud Services, Application Deployment, Cloud Computing Architecture, Identity and Access Management, Cloud Infrastructure, Google App Engine, Kubernetes, Database Management, Cloud Solutions, Cloud Computing, Cloud Storage, Cloud Management, CI/CD, Cloud Security, Network Monitoring, Big Data, Load Balancing

    4.7
    Rating, 4.7 out of 5 stars
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    15 reviews

    Intermediate · Specialization · 1 - 3 Months

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    U

    University of Colorado System

    Vibe Coding Fundamentals

    Skills you'll gain: Prompt Engineering, Vibe coding, Debugging, Large Language Modeling, LLM Application, AI Security, Application Programming Interface (API), Responsible AI, Development Environment, AI Enablement, Integrated Development Environments, API Testing, Application Development, Application Security

    4.4
    Rating, 4.4 out of 5 stars
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    22 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    J

    Johns Hopkins University

    Introduction to Using Generative AI in Public Health

    Skills you'll gain: Prompt Engineering, Large Language Modeling, LLM Application, ChatGPT, Generative AI, Responsible AI, Healthcare Ethics, Public Health, Data Ethics, Health Policy, Health Informatics, Medical Science and Research, Artificial Intelligence, Microsoft Copilot, Emerging Technologies

    4.6
    Rating, 4.6 out of 5 stars
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    11 reviews

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Create a Simple Gantt Chart using Google Sheets

    Skills you'll gain: Timelines, Project Schedules, Google Sheets, Scheduling, Data Visualization, Spreadsheet Software, Project Management

    4.5
    Rating, 4.5 out of 5 stars
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    72 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    D

    DeepLearning.AI

    TensorFlow を使った畳み込みニューラルネットワーク

    Skills you'll gain: Tensorflow, Convolutional Neural Networks, Transfer Learning, Image Analysis, Computer Vision, Classification Algorithms, Applied Machine Learning, Data Preprocessing, Model Evaluation

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Files and directories in the Linux filesystem

    Skills you'll gain: File Systems, Linux, Linux Commands, File Management, Linux Administration, Operating Systems, Unix, Command-Line Interface

    4.6
    Rating, 4.6 out of 5 stars
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    19 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    C

    Codio

    Software Engineering Tools and Practices

    Skills you'll gain: Jest (JavaScript Testing Framework), CI/CD, Model View Controller, User Acceptance Testing (UAT), Continuous Integration, Cucumber (Software), Postman API Platform, Ansible, Software Testing, OAuth, Web Development Tools, Behavior-Driven Development, Application Performance Management, Prometheus (Software), Authentications, Test Driven Development (TDD), Package and Software Management, Cloud API, Javascript, Software Engineering

    4
    Rating, 4 out of 5 stars
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    56 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    B

    Board Infinity

    Cloud FinOps

    Skills you'll gain: Cloud Management, Billing Systems, Cloud Computing, Billing, Cloud Services, Cost Management, Cost Control, Budget Management, Cloud Infrastructure, Dashboard, Resource Utilization, Budgeting, Virtual Machines, Cost Accounting, Cross-Functional Collaboration, Financial Management, Expense Management, Anomaly Detection, Serverless Computing, Cost Reduction

    3.2
    Rating, 3.2 out of 5 stars
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    25 reviews

    Intermediate · Specialization · 1 - 3 Months

  • C

    Coursera

    Build a Business Architecture using AWS Organization

    Skills you'll gain: Amazon Web Services, AWS Identity and Access Management (IAM), Solution Architecture, Cloud Computing Architecture, User Accounts, Identity and Access Management, Continuous Monitoring, Account Management

    4.5
    Rating, 4.5 out of 5 stars
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    49 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    I

    Illinois Tech

    Operating System Virtualization - Master's

    Skills you'll gain: Virtualization, Virtual Machines, Hyper-V, Virtual Networking, VMware ESX Servers, Data Centers, Data Storage, Cloud Computing, Servers, Virtual Reality, iSCSI Configuration, Remote Access Systems, Computer Hardware

    Build toward a degree

    4.9
    Rating, 4.9 out of 5 stars
    ·
    15 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Big Data Analytics: O.P. Jindal Global University
  • Chinese Politics Part 2 – China and the World: The Hong Kong University of Science and Technology
  • Google Professional Cloud Architect Prep: LearnKartS
  • Vibe Coding Fundamentals: University of Colorado System
  • Introduction to Using Generative AI in Public Health: Johns Hopkins University
  • Create a Simple Gantt Chart using Google Sheets: Coursera
  • TensorFlow を使った畳み込みニューラルネットワーク: DeepLearning.AI
  • Files and directories in the Linux filesystem: Coursera
  • Software Engineering Tools and Practices: Codio
  • Cloud FinOps: Board Infinity

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