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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 Colorado Boulder

    Expanding SEL

    Skills you'll gain: Self-Awareness, Personal Development, Empathy & Emotional Intelligence, Empowerment, Emotional Intelligence, Social Justice, Social Skills, Behavior Management, Empathy, Education and Training, Community and Social Work, Diversity Awareness, Social Impact, Cultural Responsiveness, Diversity Equity and Inclusion Initiatives, Psychosocial Assessments, Behavioral Management, Working With Children, Cultural Diversity, Mindfulness

    4.8
    Rating, 4.8 out of 5 stars
    ·
    137 reviews

    Advanced · Course · 1 - 3 Months

  • U

    Universidad Nacional de Colombia

    Sistemas difusos

    Skills you'll gain: Mathematical Modeling, Machine Learning Methods, Computational Logic, Mathematics and Mathematical Modeling, Mathematical Software, Model Optimization, Machine Learning, Applied Mathematics, System Design and Implementation, Programming Principles, Arithmetic

    5
    Rating, 5 out of 5 stars
    ·
    48 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Generative AI and Large Language Models

    Skills you'll gain: Generative AI, Generative Model Architectures, Large Language Modeling, LLM Application, Generative Adversarial Networks (GANs), Retrieval-Augmented Generation, OpenAI, Hugging Face, OpenAI API, Multimodal Prompts, Responsible AI, AI Security, Autoencoders, Model Deployment, Fine-tuning, Application Deployment

    4.5
    Rating, 4.5 out of 5 stars
    ·
    11 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of Illinois Urbana-Champaign

    Financial Management Capstone

    Skills you'll gain: Peer Review, Financial Management, Financial Modeling, Financial Data, Financial Statement Analysis, Financial Analysis, Financial Forecasting, Data Storytelling, Mergers & Acquisitions, Investments, Business Valuation, Case Studies, Risk Management, Corporate Strategy

    4.6
    Rating, 4.6 out of 5 stars
    ·
    138 reviews

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    RESTful API Project - Employee Management System Tool

    Skills you'll gain: API Design, Restful API, Application Programming Interface (API), Application Deployment, Spring Boot, Spring Framework, Object Oriented Design, Back-End Web Development, Data Modeling, Software Architecture, Object-Relational Mapping, System Configuration, Model View Controller, Application Frameworks, Server Side, Web Applications, Data Persistence, Object Oriented Programming (OOP), Business Logic

    5
    Rating, 5 out of 5 stars
    ·
    13 reviews

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Introduction to Carbon Reduction and Net Zero

    Skills you'll gain: Climate Change Mitigation, Climate Change Programs, Sustainable Development, Environment, Sustainable Technologies, Environmental Science, Environmental Issue, Corporate Sustainability, Pollution Prevention, Energy and Utilities, Community Outreach

    4.7
    Rating, 4.7 out of 5 stars
    ·
    53 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    TensorFlow Prediction: Identify Penguin Species

    Skills you'll gain: Model Evaluation, Data Preprocessing, Model Training, Tensorflow, Applied Machine Learning, Feature Engineering, Decision Tree Learning, Data Cleansing, Machine Learning, Predictive Modeling, Random Forest Algorithm, Pandas (Python Package), Data Analysis

    Intermediate · Guided Project · Less Than 2 Hours

  • J

    Johns Hopkins University

    Executive Data Science Capstone

    Skills you'll gain: Project Management, Data Management, Data Science, Data-Driven Decision-Making, Data Presentation, Technical Communication, Data Strategy, Project Implementation, Data Analysis, Team Building, Team Management, Cross-Functional Team Leadership, Case Studies, Decision Making, Leadership

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.6K reviews

    Mixed · Course · 1 - 4 Weeks

  • M

    Meta

    Android App Capstone

    Skills you'll gain: Git (Version Control System), Android Jetpack, Version Control, Android Development, Android Studio, User Interface and User Experience (UI/UX) Design, Mobile Development, Application Design, User Interface (UI), UI/UX Strategy, Kotlin, Application Development, User Interface (UI) Design, UI Components, User Flows, Data Access, Information Architecture

    4.7
    Rating, 4.7 out of 5 stars
    ·
    43 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Linux Kernel Programming and Introduction to Yocto Project

    Skills you'll gain: System Programming, Embedded Software, System Software, Linux, Embedded Systems, Debugging, Linux Commands, Operating Systems, File I/O, Peripheral Devices, Build Tools, Shell Script, Development Environment, Configuration Management, Program Development, OS Process Management, Command-Line Interface, Memory Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    27 reviews

    Advanced · Course · 1 - 4 Weeks

  • H

    H2O.ai

    H2O ai Large Language Models (LLMs) - Level 1

    Skills you'll gain: Large Language Modeling, LLM Application, Artificial Neural Networks, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Generative Model Architectures, Natural Language Processing, Fine-tuning, Model Training, Transfer Learning

    3.2
    Rating, 3.2 out of 5 stars
    ·
    9 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Michigan

    Wearable Technologies and Sports Analytics

    Skills you'll gain: Exercise Science, Injury Prevention, Athletic Training, Physiology, Analytics, Data Analysis, Advanced Analytics, Data-Driven Decision-Making, Medical Equipment and Technology, Applied Machine Learning, Vital Signs, Health Technology, Python Programming, Sensory Systems Analysis, Data Integration, Data Validation, Verification And Validation

    4.5
    Rating, 4.5 out of 5 stars
    ·
    46 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

  • Expanding SEL: University of Colorado Boulder
  • Sistemas difusos: Universidad Nacional de Colombia
  • Generative AI and Large Language Models: Coursera
  • Financial Management Capstone: University of Illinois Urbana-Champaign
  • RESTful API Project - Employee Management System Tool: EDUCBA
  • Introduction to Carbon Reduction and Net Zero: Coursera
  • TensorFlow Prediction: Identify Penguin Species: Coursera
  • Executive Data Science Capstone: Johns Hopkins University
  • Android App Capstone : Meta
  • Linux Kernel Programming and Introduction to Yocto Project: University of Colorado Boulder

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