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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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    University of Washington

    머신 러닝: 회귀 모델

    Skills you'll gain: Regression Analysis, Supervised Learning, Machine Learning Algorithms, Machine Learning, Predictive Modeling, Applied Machine Learning, Scikit Learn (Machine Learning Library), Statistical Modeling, Feature Engineering, Python Programming, Linear Algebra, NumPy, Algorithms

    Mixed · Course · 1 - 3 Months

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    EDUCBA

    PySpark: Apply & Evaluate Predictive ML Models

    Skills you'll gain: PySpark, Apache Spark, Classification And Regression Tree (CART), Predictive Modeling, Applied Machine Learning, Statistical Machine Learning, Unsupervised Learning, Predictive Analytics, Random Forest Algorithm, Regression Analysis, Machine Learning Algorithms, Supervised Learning, Data Pipelines

    Mixed · Course · 1 - 4 Weeks

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    K

    Korea Advanced Institute of Science and Technology(KAIST)

    Mechanical Vibration

    Skills you'll gain: Vibrations, Matlab, Engineering Analysis, Engineering Calculations, Mechanical Engineering, Finite Element Methods, Mechanical Design, Applied Mathematics, Differential Equations, Mathematical Modeling, Structural Analysis, Control Systems, Engineering Design Process, Linear Algebra

    Intermediate · Course · 1 - 3 Months

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    National Taiwan University

    商管統計資料分析三 (Analytics for Business and Management (III))

    Skills you'll gain: Statistical Methods, Regression Analysis, Statistical Hypothesis Testing, Statistical Modeling, Statistical Analysis, R Programming, Business Analytics, Advanced Analytics, Estimation, Probability & Statistics

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Seaborn Python: Visualize & Analyze Data Distributions

    Skills you'll gain: Matplotlib, Statistical Modeling, Descriptive Statistics

    Mixed · Course · 1 - 4 Weeks

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    Università di Napoli Federico II

    Robotics Foundations I - Robot Modelling

    Skills you'll gain: Engineering, Torque (Physics), Calculus

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Essential Concepts of Vector Databases

    Skills you'll gain: Large Language Modeling, LangChain, NoSQL, Database Systems, Databases, Query Languages, OpenAI, Data Management, Linear Algebra, Development Environment, Unstructured Data, Scalability, Data Analysis

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Python: Master House Price Prediction with Linear Regression

    Skills you'll gain: Feature Engineering, Exploratory Data Analysis, Predictive Modeling, Predictive Analytics, Regression Analysis, Supervised Learning, Data Analysis, Scikit Learn (Machine Learning Library), Data Cleansing, Statistical Modeling, Data Validation, Data Transformation, Pandas (Python Package), Matplotlib

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    Master Time Series Forecasting with R: Analyze & Predict

    Skills you'll gain: Time Series Analysis and Forecasting, Forecasting, Advanced Analytics, Predictive Modeling, R Programming, Regression Analysis, Business Analytics, Trend Analysis, Statistical Analysis, Statistical Modeling, Analysis, Statistical Methods

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Wireframes in Miro: Exploring New Ideas

    Skills you'll gain: Wireframing, User Experience Design, User Interface and User Experience (UI/UX) Design, User Centered Design, Mockups, Information Architecture, Application Development

    Intermediate · Guided Project · Less Than 2 Hours

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    Coursera

    Beyond basics: Advanced Data Analysis with Python

    Skills you'll gain: A/B Testing, Statistical Hypothesis Testing, Statistical Methods, Advanced Analytics, Statistical Analysis, Correlation Analysis, Business Reporting, Data Analysis, Report Writing, Probability & Statistics, Analytical Skills, Quantitative Research, Data-Driven Decision-Making, Health Informatics, Business Process Automation

    Beginner · Course · 1 - 4 Weeks

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    Northwestern University

    현대 로봇공학, 강좌 2: 로봇 기구학

    Skills you'll gain: Mechanics, Torque (Physics), Automation Engineering, Mathematical Modeling, Mathematical Software, Engineering Analysis, Engineering Calculations, Applied Mathematics, Trigonometry, Linear Algebra, Spatial Analysis

    Intermediate · Course · 1 - 4 Weeks

Searches related to linear algebra

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linear algebra: linear systems and matrix equations
linear algebra: matrix algebra, determinants, & eigenvectors
linear algebra for machine learning & ai
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linear algebra and regression fundamentals for data science
linear algebra: orthogonality and diagonalization
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In summary, here are 10 of our most popular linear algebra courses

  • 머신 러닝: 회귀 모델: University of Washington
  • PySpark: Apply & Evaluate Predictive ML Models: EDUCBA
  • Mechanical Vibration: Korea Advanced Institute of Science and Technology(KAIST)
  • 商管統計資料分析三 (Analytics for Business and Management (III)): National Taiwan University
  • Seaborn Python: Visualize & Analyze Data Distributions: EDUCBA
  • Robotics Foundations I - Robot Modelling: Università di Napoli Federico II
  • Essential Concepts of Vector Databases: Packt
  • Python: Master House Price Prediction with Linear Regression: EDUCBA
  • Master Time Series Forecasting with R: Analyze & Predict: EDUCBA
  • Wireframes in Miro: Exploring New Ideas: Coursera

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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