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    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

    • Status: Free Trial
      Free Trial
      I

      IBM

      AI Workflow: Data Analysis and Hypothesis Testing

      Skills you'll gain: Exploratory Data Analysis, Probability Distribution, Data Storytelling, Data Visualization Software, Data Analysis, Statistical Analysis, Statistical Hypothesis Testing, Dashboard, Probability & Statistics, Data Science, Pandas (Python Package), Jupyter, Data Cleansing, Statistical Inference, Matplotlib, Data Manipulation, Python Programming, Machine Learning

      4.3
      Rating, 4.3 out of 5 stars
      ·
      125 reviews

      Advanced · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      R

      Rice University

      Physics 101 - Rotational Motion and Gravitation

      Skills you'll gain: Torque (Physics), Mechanics, Trigonometry, Engineering Calculations, Physics, Mechanical Engineering, Calculus, Applied Mathematics, Mathematical Modeling, Problem Solving

      4.7
      Rating, 4.7 out of 5 stars
      ·
      77 reviews

      Intermediate · Course · 1 - 4 Weeks

    • N

      National Taiwan University

      Operations Research (3): Theory

      Skills you'll gain: Operations Research, Statistical Machine Learning, Network Model, Transportation Operations, Logistics, Advanced Mathematics, Regression Analysis, Machine Learning, Mathematical Modeling, Linear Algebra, Business Analytics, Resource Allocation, Facility Management, Algorithms

      4.9
      Rating, 4.9 out of 5 stars
      ·
      92 reviews

      Advanced · Course · 1 - 3 Months

    • C

      Coursera Project Network

      Portfolio Optimization using Markowitz Model

      Skills you'll gain: Portfolio Management, Asset Management, Investments, Correlation Analysis, Risk Modeling, Financial Analysis, Performance Metric, Performance Measurement

      4.4
      Rating, 4.4 out of 5 stars
      ·
      320 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      É

      École Polytechnique Fédérale de Lausanne

      Digital Signal Processing 3: Analog vs Digital

      Skills you'll gain: Digital Communications, Electrical and Computer Engineering, Telecommunications, Electronics Engineering, Mathematical Modeling, Time Series Analysis and Forecasting, Calculus, Linear Algebra, Applied Mathematics

      4.8
      Rating, 4.8 out of 5 stars
      ·
      89 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      U

      University of Michigan

      Impacting the Opioid Crisis: Prevention, Education, and Practice for Non-Prescribing Providers

      Skills you'll gain: Epidemiology, Preventative Care, Patient Education And Counseling, Public Health, Public Policies, Health Policy, Patient Safety, Mental and Behavioral Health, Pharmacology, Patient Treatment

      4.8
      Rating, 4.8 out of 5 stars
      ·
      51 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of California, Irvine

      Use Tableau for Your Data Science Workflow

      Skills you'll gain: Data Storytelling, Dashboard, Data Presentation, Data Visualization, Interactive Data Visualization, Data Visualization Software, Statistical Visualization, Time Series Analysis and Forecasting, Tableau Software, Exploratory Data Analysis, Spatial Analysis, Correlation Analysis, Geographic Information Systems, Design Elements And Principles, Data Ethics, Scatter Plots, Network Analysis, Heat Maps, Data Integration, Histogram

      3.9
      Rating, 3.9 out of 5 stars
      ·
      28 reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Preview
      Preview
      U

      University of Alberta

      Science Literacy

      Skills you'll gain: Scientific Methods, General Science and Research, Research Methodologies, Peer Review, Research, Research Design, Statistical Analysis, Experimentation, Probability & Statistics, Correlation Analysis, Media and Communications, Communication

      4.4
      Rating, 4.4 out of 5 stars
      ·
      264 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      AI Workflow: Machine Learning, Visual Recognition and NLP

      Skills you'll gain: Supervised Learning, Applied Machine Learning, Natural Language Processing, Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Classification And Regression Tree (CART), MLOps (Machine Learning Operations), Image Analysis, Machine Learning, Random Forest Algorithm, Computer Vision, Artificial Neural Networks, Performance Metric, Business Metrics, Data Science, Text Mining, Python Programming, Regression Analysis

      4.4
      Rating, 4.4 out of 5 stars
      ·
      86 reviews

      Advanced · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      ANOVA and Experimental Design

      Skills you'll gain: Statistical Hypothesis Testing, Statistical Methods, Statistical Analysis, Statistical Modeling, Quantitative Research, Regression Analysis, Data Analysis, Mathematical Modeling, Probability & Statistics, Linear Algebra, Calculus

      Build toward a degree

      3.9
      Rating, 3.9 out of 5 stars
      ·
      18 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      U

      University of London

      Doing Economics: Measuring Climate Change

      Skills you'll gain: Microsoft Excel, Environmental Policy, Correlation Analysis, Data Analysis, Econometrics, Trend Analysis, Environmental Issue, Policy Analysis, Economics, Surveys, Regression Analysis, Statistics

      4.6
      Rating, 4.6 out of 5 stars
      ·
      52 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      L

      LearnQuest

      Introduction to Data Science and scikit-learn in Python

      Skills you'll gain: Scikit Learn (Machine Learning Library), Feature Engineering, Data Manipulation, Applied Machine Learning, Pandas (Python Package), Data Processing, Predictive Modeling, Data Analysis, Python Programming, Machine Learning, NumPy, Statistical Hypothesis Testing, Statistical Analysis, Computer Programming, Data Science, Classification And Regression Tree (CART), Data Structures

      3.7
      Rating, 3.7 out of 5 stars
      ·
      52 reviews

      Beginner · Course · 1 - 4 Weeks

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

    • AI Workflow: Data Analysis and Hypothesis Testing: IBM
    • Physics 101 - Rotational Motion and Gravitation : Rice University
    • Operations Research (3): Theory: National Taiwan University
    • Portfolio Optimization using Markowitz Model: Coursera Project Network
    • Digital Signal Processing 3: Analog vs Digital: École Polytechnique Fédérale de Lausanne
    • Impacting the Opioid Crisis: Prevention, Education, and Practice for Non-Prescribing Providers: University of Michigan
    • Use Tableau for Your Data Science Workflow: University of California, Irvine
    • Science Literacy : University of Alberta
    • AI Workflow: Machine Learning, Visual Recognition and NLP: IBM
    • ANOVA and Experimental Design: University of Colorado Boulder

    Skills you can learn in Machine Learning

    Python Programming (33)
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    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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