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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


  • Status: Free Trial
    Free Trial
    C

    Coursera

    Beyond basics: Advanced Data Analysis with Python

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

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    A

    American Psychological Association

    Chi-Square Tests of Hypotheses About Frequency Tables

    Skills you'll gain: Statistical Hypothesis Testing, Quantitative Research, Statistical Software, Correlation Analysis, Statistical Analysis, Data Analysis, Probability & Statistics, Analysis, Statistical Methods, Statistical Inference, Statistics, Psychology, Regression Analysis, Research

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    Universidad de Palermo

    Matemática para Negocios 

    Skills you'll gain: Business Mathematics, Profit and Loss (P&L) Management, Applied Mathematics, Income Statement, Graphing, Gross Profit, Financial Analysis, Case Studies, Business Metrics, Operating Cost, Business Analysis, Financial Statements, Arithmetic, Business, Algebra, Sales

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    Università di Napoli Federico II

    Robotics Foundations I - Robot Modelling

    Skills you'll gain: Robotics, Engineering

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Network Modeling and Analysis in Python

    Skills you'll gain: Social Network Analysis, Social Media Analytics, Data Analysis, Python Programming, Model Evaluation

    Advanced · Course · 1 - 4 Weeks

  • P

    Packt

    Data Analytics in Excel Using Real-World Examples

    Skills you'll gain: Microsoft Excel, Excel Formulas, Spreadsheet Software, Data Management, Data Analysis, Analytics, Data Cleansing, Pivot Tables And Charts, Data Visualization, Data Presentation, Advanced Analytics, Data Entry, Statistical Analysis, Data Import/Export, Data Quality, Data Processing, Correlation Analysis, Statistical Methods, Data-Driven Decision-Making, Data Integrity

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Fine-tuning Text Models with PEFT

    Skills you'll gain: Fine-tuning, Model Optimization, Model Training, Generative AI, Model Evaluation, Large Language Modeling, Version Control, Performance Tuning, Development Environment, Data Preprocessing, Natural Language Processing, Linear Algebra

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    TensorFlow: Build & Deploy Face Mask Detection

    Skills you'll gain: Tensorflow, Computer Vision, Model Evaluation, Deep Learning, Predictive Modeling, Transfer Learning, Model Training, Image Analysis, Model Deployment, Keras (Neural Network Library), Applied Machine Learning, Machine Learning Methods, Software Installation

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    A

    American Psychological Association

    Measures of Correlation and Contingency

    Skills you'll gain: Regression Analysis, Correlation Analysis, Statistical Software, Statistical Analysis, Statistical Methods, Probability & Statistics, Analysis, Data Analysis, Statistics, Descriptive Statistics, Data Literacy

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Network Visualization and Intervention

    Skills you'll gain: Data Visualization, Statistical Visualization, Network Analysis, Relational Databases, Data Presentation, Data Visualization Software, Social Network Analysis, Data Storytelling, Network Model, Database Theory, Diagram Design, Data Analysis, Data Manipulation, Graphic and Visual Design, Social Impact, Human Factors, Innovation

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Foundations of AI in Game Development

    Skills you'll gain: Scripting

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Digital Note-Making for Creative Thinking with Obsidian

    Skills you'll gain: Brainstorming, Creative Thinking, Creativity, Information Management, Document Management, Content Management, Knowledge Transfer, Lifelong Learning, AI powered creativity, Creative Problem-Solving, Information Architecture, File Management, Systems Thinking, Critical Thinking, Productivity Software, AI literacy, Organizational Skills, Productivity, Writing and Editing, Development Environment

    Beginner · Course · 1 - 3 Months

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

  • Beyond basics: Advanced Data Analysis with Python: Coursera
  • Chi-Square Tests of Hypotheses About Frequency Tables: American Psychological Association
  • Matemática para Negocios : Universidad de Palermo
  • Robotics Foundations I - Robot Modelling: Università di Napoli Federico II
  • Network Modeling and Analysis in Python: University of Michigan
  • Data Analytics in Excel Using Real-World Examples: Packt
  • Fine-tuning Text Models with PEFT: Coursera
  • TensorFlow: Build & Deploy Face Mask Detection: EDUCBA
  • Measures of Correlation and Contingency: American Psychological Association
  • Network Visualization and Intervention: Johns Hopkins University

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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