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    • Linear Algebra

    Linear Algebra Courses Online

    Study linear algebra for mathematical and engineering applications. Learn about matrices, vectors, and linear transformations.

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    Explore the Linear Algebra Course Catalog

    • U

      University of Colorado Boulder

      Data Science Graduate Certificate

      Skills you'll gain: Unsupervised Learning, Data Mining, Statistical Modeling, Supervised Learning, Deep Learning, Machine Learning Algorithms, Applied Machine Learning, Statistical Inference, Service Level, Performance Testing, Statistical Hypothesis Testing, Dimensionality Reduction, Probability, Data Warehousing, Statistical Machine Learning, Probability & Statistics, Data Pipelines, Data Processing, Bash (Scripting Language), Data Science

      Credit offered

      Graduate Certificate · 6 - 12 Months

    • C

      Coursera Project Network

      Diagramas de afinidad en Miro

      Skills you'll gain: Collaborative Software, Brainstorming, Information Architecture, Organizational Skills, Productivity

      Beginner · Guided Project · Less Than 2 Hours

    • Status: New
      New
      P

      Packt

      Multimodal RAG with GPT – Build Smarter Search & AI Systems

      Skills you'll gain: Development Environment, Generative AI, User Interface (UI), Human Computer Interaction, ChatGPT, Prompt Engineering, Artificial Intelligence, System Design and Implementation, Natural Language Processing, Applied Machine Learning, Computer Vision, Information Architecture, Data Processing, Data Management

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      P

      Politecnico di Milano

      Le Derivate: come si calcolano

      Skills you'll gain: Calculus, Applied Mathematics, Derivatives, Algebra, Mathematical Theory & Analysis, Geometry, Graphical Tools, Graphing

      Intermediate · Course · 1 - 3 Months

    • G

      Google Cloud

      Vector Search and Embeddings - Deutsch

      Skills you'll gain: Large Language Modeling, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Information Architecture, Google Cloud Platform, Natural Language Processing, Cloud API, Program Development, Algorithms

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      P

      Packt

      Vector Databases Deep Dive

      Skills you'll gain: NoSQL, Database Systems, Databases, Database Management, Data Storage Technologies, Performance Tuning, Information Architecture, Data Management, Data Transformation, Scalability, Algorithms, Artificial Intelligence and Machine Learning (AI/ML)

      Intermediate · Course · 1 - 3 Months

    • G

      Google Cloud

      Vector Search and Embeddings - 简体中文

      Skills you'll gain: Large Language Modeling, Text Mining, Google Cloud Platform, Natural Language Processing, Information Architecture, Applied Machine Learning, Algorithms

      Intermediate · Course · 1 - 4 Weeks

    • G

      Google Cloud

      Vector Search ve Yerleştirilmiş Öğeler

      Skills you'll gain: Large Language Modeling, Text Mining, Google Cloud Platform, Information Architecture, Natural Language Processing, Applied Machine Learning, Machine Learning Methods, Algorithms

      Intermediate · Course · 1 - 4 Weeks

    • I

      Imperial College London

      Master of Science in Machine Learning and Data Science

      Skills you'll gain: Supervised Learning, Data Ethics, Exploratory Data Analysis, Unsupervised Learning, Student Support and Services, PySpark, Bayesian Statistics, Data Pipelines, Ggplot2, Dimensionality Reduction, Linear Algebra, Student Services, Data Processing, Big Data, Agentic systems, Anomaly Detection, A/B Testing, Unstructured Data, Deep Learning, Applied Machine Learning

      Earn a degree

      Degree · 1 - 4 Years

    • I

      IIT Guwahati

      Bachelor of Science in Data Science & AI

      Skills you'll gain: Package and Software Management, Linear Algebra, Data Structures, Data Warehousing, Database Management, Database Theory, Writing, Algorithms, Java Programming, Object Oriented Programming (OOP), Spreadsheet Software, Econometrics, R Programming, Text Mining, Artificial Intelligence, C (Programming Language), Data Visualization Software, Statistical Machine Learning, Probability, Time Series Analysis and Forecasting

      Earn a degree

      Degree · 1 - 4 Years

    • U

      University of Leeds

      Master of Science in Data Science (Statistics)

      Skills you'll gain: Regression Analysis, Statistical Hypothesis Testing, Correlation Analysis, Statistical Machine Learning, Statistical Visualization, Statistical Methods, Classification And Regression Tree (CART), Exploratory Data Analysis, Network Analysis, Planning, Applied Machine Learning, Bayesian Statistics, Unsupervised Learning, Data Visualization Software, Supervised Learning, Box Plots, Statistical Modeling, Artificial Intelligence and Machine Learning (AI/ML), Data Analysis, Linear Algebra

      Earn a degree

      Degree · 1 - 4 Years

    • U

      University of Michigan

      Master of Applied Data Science

      Skills you'll gain: Data Ethics, Database Design, Reinforcement Learning, Supervised Learning, Data Visualization, Experimentation, PySpark, Interactive Data Visualization, Generative AI, Pandas (Python Package), Network Analysis, Deep Learning, Cloud Services, Linear Algebra, Natural Language Processing, JSON, Data Mining, Applied Machine Learning, Qualitative Research, Statistical Visualization

      Earn a degree

      Degree · 1 - 4 Years

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    1…52535455

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

    • Data Science Graduate Certificate: University of Colorado Boulder
    • Diagramas de afinidad en Miro: Coursera Project Network
    • Multimodal RAG with GPT – Build Smarter Search & AI Systems: Packt
    • Le Derivate: come si calcolano: Politecnico di Milano
    • Vector Search and Embeddings - Deutsch: Google Cloud
    • Vector Databases Deep Dive: Packt
    • Vector Search and Embeddings - 简体中文: Google Cloud
    • Vector Search ve YerleÅŸtirilmiÅŸ Öğeler: Google Cloud
    • Master of Science in Machine Learning and Data Science: Imperial College London
    • Bachelor of Science in Data Science & AI: IIT Guwahati

    Skills you can learn in Machine Learning

    Python Programming (33)
    Tensorflow (32)
    Deep Learning (30)
    Artificial Neural Network (24)
    Big Data (18)
    Statistical Classification (17)
    Reinforcement Learning (13)
    Algebra (10)
    Bayesian (10)
    Linear Algebra (10)
    Linear Regression (9)
    Numpy (9)

    Frequently Asked Questions about Linear Algebra

    Linear algebra courses on Coursera cover a wide array of fundamental and advanced topics, enabling learners to:

    • Understand vectors and matrices and their applications in various fields
    • Learn methods for solving systems of linear equations
    • Explore eigenvalues and eigenvectors and their significance in transformations
    • Apply linear algebra concepts to computer graphics, data analysis, and more
    • Discover how linear algebra supports machine learning and artificial intelligence algorithms‎

    No prior experience in advanced mathematics is required to start with the introductory linear algebra courses available on Coursera. These courses are designed to accommodate learners at different proficiency levels:

    • Beginners can start with basic concepts of vectors and matrix operations.
    • Intermediate learners can delve into more complex subjects such as linear transformations and space.
    • Advanced learners can tackle topics like abstract vector spaces and computational linear algebra.‎

    Coursera offers various credentials through its linear algebra courses, designed to cater to both novices and professionals:

    • Course certificates that validate your knowledge of linear algebra fundamentals
    • Professional certificates that demonstrate your specialized skills in mathematics
    • Specializations with focused expertise in advanced linear algebra topics‎

    Looking to enhance your team's linear algebra skills? Coursera provides tailored enterprise solutions for teams ranging of 5-125 employees. Our offerings include advanced analytics, customized learning paths, and collaborative tools. To explore our linear algebra training options and make a purchase, please visit our Coursera for Teams page.‎

    This FAQ content has been made available for informational purposes only. Learners are advised to conduct additional research to ensure that courses and other credentials pursued meet their personal, professional, and financial goals.

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