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  • Linear Algebra

Linear Algebra Courses

Linear Algebra courses can help you learn vector spaces, matrix operations, eigenvalues, and linear transformations. You can build skills in solving systems of equations, performing dimensionality reduction, and applying concepts to data analysis and machine learning. Many courses introduce tools such as MATLAB, Python libraries like NumPy, and software for computational mathematics, that support implementing algorithms and visualizing data in various applications, including artificial intelligence and AI-driven models.


Popular Linear Algebra Courses and Certifications


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    EDUCBA

    Predictive Analytics: Apply, Analyze & Interpret

    Skills you'll gain: Regression Analysis, Statistical Hypothesis Testing, Predictive Analytics, Minitab, Correlation Analysis, Statistical Analysis, Data Analysis, Statistical Modeling, Forecasting, Scatter Plots, Business Analytics, Descriptive Statistics, Financial Data, Microsoft Excel

    Mixed · Course · 1 - 3 Months

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    EDUCBA

    Predictive Analytics & Modeling with Minitab

    Skills you'll gain: Data-Driven Decision-Making, Minitab, Regression Analysis, Statistical Hypothesis Testing, Predictive Analytics, Scatter Plots, Correlation Analysis, Statistical Analysis, Data Analysis, Descriptive Statistics, Business Analytics, Statistical Modeling, Forecasting, Predictive Modeling, Advanced Analytics, Statistical Methods, Analytics, Exploratory Data Analysis, Financial Data, Microsoft Excel

    Beginner · Specialization · 1 - 3 Months

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    EDUCBA

    Lean Six Sigma Green Belt: Apply & Master Skills

    Skills you'll gain: Lean Six Sigma, Lean Methodologies, Statistical Hypothesis Testing, Correlation Analysis, Process Improvement, Sampling (Statistics), Project Management, Data Literacy, Regression Analysis, Process Capability, Goal Setting, Statistical Analysis, Scatter Plots, Customer experience improvement, Quality Management, Microsoft Excel, Process Mapping, Risk Management, Root Cause Analysis

    5
    Rating, 5 out of 5 stars
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    11 reviews

    Mixed · Course · 1 - 4 Weeks

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    Duke University

    Bayesian Statistics

    Skills you'll gain: Bayesian Statistics, Statistical Hypothesis Testing, Statistical Modeling, Statistical Methods, Statistical Inference, Regression Analysis, Data Analysis, R Programming, Probability, Predictive Modeling, Probability Distribution

    3.8
    Rating, 3.8 out of 5 stars
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    798 reviews

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Apply and Predict: Time Series Forecasting in Excel

    Skills you'll gain: Regression Analysis, Time Series Analysis and Forecasting, Forecasting, People Analytics, Trend Analysis, Microsoft Excel, Statistical Modeling, Correlation Analysis, Predictive Analytics, Statistical Analysis, Data Analysis Software, Analytical Skills, Probability & Statistics, Graphing, Climate Change Adaptation, Data Manipulation

    Mixed · Course · 1 - 3 Months

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    Packt

    The User Experience Team of One

    Skills you'll gain: User Research, Usability Testing, Stakeholder Engagement, User Experience Design, User Experience, Experience Design, Persona (User Experience), Workflow Management, Human Centered Design, User Centered Design, UI/UX Strategy, Wireframing, Prototyping, Design Thinking, Cross-Functional Collaboration, Information Architecture, Storytelling

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Peking University

    程序设计与算法

    Skills you'll gain: Data Structures, Algorithms, C++ (Programming Language), C (Programming Language), Object Oriented Programming (OOP), Computational Thinking, Graph Theory, Programming Principles, Computer Programming, Theoretical Computer Science, Application Development, Program Development, Information Architecture, Application Design, Query Languages, Computer Science, Data Storage, Data Architecture, Computer Architecture, Software Engineering

    4.8
    Rating, 4.8 out of 5 stars
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    2.7K reviews

    Beginner · Specialization · 3 - 6 Months

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    Packt

    Managing Data as a Product: Scalable Data Architectures

    Skills you'll gain: Data Architecture, Data Infrastructure, Data Modeling, Scalability, Data Management, Data Strategy, Microservices, Software Architecture, Information Architecture, CI/CD, Maintainability, Enterprise Architecture, Organizational Structure, Product Automation, Interoperability, Data Analysis, Generative AI

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    Edureka

    Introduction to Generative Engine Optimization (GEO)

    Skills you'll gain: Google Gemini, Generative AI, Prompt Engineering, ChatGPT, Search Engine Optimization, Data Ethics, Performance Measurement, Web Analytics and SEO, Content Creation, AI Personalization, Lead Generation, Metadata Management, Content Strategy, Information Architecture

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    W3.CSS: Design & Optimize Responsive Websites

    Skills you'll gain: Responsive Web Design, HTML and CSS, Cascading Style Sheets (CSS), Web Design, Web Design and Development, Front-End Web Development, Web Content Accessibility Guidelines, UI Components, Information Architecture, Web Analytics and SEO, User Interface (UI), Usability, Interaction Design, Semantic Web, Typography, Animations

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Digital and Marketing Asset Management Essentials

    Skills you'll gain: Digital Assets, Asset Management, Metadata Management, Content Management, Workflow Management, Data Management, Information Management, Digital Content, Data Architecture, Information Architecture, Solution Delivery, Brand Management, Enterprise Architecture, Business Systems Analysis, Cloud Computing, Benchmarking, Vendor Management, Scalability, Hybrid Cloud Computing

    Beginner · Course · 1 - 3 Months

  • Status: New
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    EDUCBA

    Machine Learning Projects in R with Caret

    Skills you'll gain: Applied Machine Learning, Unsupervised Learning, Correlation Analysis, Data Cleansing, R Programming, Data Quality, Feature Engineering, Machine Learning, Data Validation, Data Processing, Machine Learning Algorithms, Data Manipulation, Exploratory Data Analysis, Data Integrity, Analysis, Statistical Analysis

    Mixed · Course · 1 - 4 Weeks

Searches related to linear algebra

linear algebra for machine learning and data science
linear algebra: linear systems and matrix equations
linear algebra from elementary to advanced
linear algebra: matrix algebra, determinants, & eigenvectors
linear algebra for machine learning & ai
linear algebra basics
linear algebra and regression fundamentals for data science
linear algebra: orthogonality and diagonalization
1…151617…63

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

  • Predictive Analytics: Apply, Analyze & Interpret: EDUCBA
  • Predictive Analytics & Modeling with Minitab: EDUCBA
  • Lean Six Sigma Green Belt: Apply & Master Skills: EDUCBA
  • Bayesian Statistics: Duke University
  • Apply and Predict: Time Series Forecasting in Excel: EDUCBA
  • The User Experience Team of One: Packt
  • 程序设计与算法: Peking University
  • Managing Data as a Product: Scalable Data Architectures: Packt
  • Introduction to Generative Engine Optimization (GEO): Edureka
  • W3.CSS: Design & Optimize Responsive Websites: EDUCBA

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)

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