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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


  • B

    Birla Institute of Technology & Science, Pilani

    Introduction to Machine Learning

    Skills you'll gain: Supervised Learning, Applied Machine Learning, Feature Engineering, Machine Learning Methods, Machine Learning Algorithms, Statistical Machine Learning, Predictive Modeling, Model Training, Model Evaluation, Scikit Learn (Machine Learning Library), Machine Learning, Regression Analysis, Bayesian Statistics, Artificial Intelligence and Machine Learning (AI/ML), Logistic Regression, Classification Algorithms, Decision Tree Learning, Model Optimization, Data Preprocessing, Probability & Statistics

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
    Category: Build toward a degree
    Build toward a degree
  • U

    University of Geneva

    Portfolio and Risk Management

    Skills you'll gain: Portfolio Management, Risk Management, Portfolio Risk, Investment Management, Risk Analysis, Investments, Risk Modeling, Asset Management, Wealth Management, Risk Appetite, Financial Market, Correlation Analysis, Variance Analysis

    4.7 stars, 2.5K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.7 (2.5K) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Toronto

    State Estimation and Localization for Self-Driving Cars

    Skills you'll gain: Global Positioning Systems, Estimation, Robotics, Mathematical Modeling, Applied Mathematics, Linear Algebra

    4.7 stars, 842 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.7 (842) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Applied Calculus for Data Science & ML with Python

    Skills you'll gain: Calculus, Integral Calculus, Model Optimization, Mathematical Software, Applied Mathematics, NumPy, Scientific Visualization, Algebra, Numerical Analysis, Applied Machine Learning, Programming Principles, Mathematical Modeling, Machine Learning Methods, Python Programming, Mathematical Theory & Analysis, Graphing, Data Science, Advanced Mathematics, Plot (Graphics), Derivatives

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • É

    École Polytechnique Fédérale de Lausanne

    Digital Signal Processing 1: Basic Concepts and Algorithms

    Skills you'll gain: Digital Signal Processing, Digital Communications, Communication Systems, Telecommunications, Algorithms, Linear Algebra

    4.5 stars, 649 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (649) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • T

    The State University of New York

    Practical Time Series Analysis

    Skills you'll gain: Time Series Analysis and Forecasting, R (Software), Forecasting, R Programming, Statistical Analysis, Model Evaluation, Data Analysis, Statistical Programming, Data Visualization, Statistical Visualization, Statistical Software, Mathematical Modeling, Statistical Methods, Statistical Modeling, Predictive Analytics, Predictive Modeling, Correlation Analysis, Descriptive Statistics, Statistical Inference, Data Transformation

    4.6 stars, 1.7K reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (1.7K) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • W

    Wesleyan University

    Introduction to Complex Analysis

    Skills you'll gain: Integral Calculus, Mathematical Theory & Analysis, Algebra, Advanced Mathematics, Geometry, Calculus, Trigonometry, Graphing, Derivatives

    4.8 stars, 1.1K reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (1.1K) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Colorado Boulder

    BiteSize Stats: Correlation and Regression Analysis

    Skills you'll gain: Regression Analysis, Statistical Methods, Correlation Analysis, Statistical Hypothesis Testing, Statistical Inference, Statistical Modeling, Statistical Analysis, Probability & Statistics, Statistics, Predictive Modeling, Analysis, Predictive Analytics, Exploratory Data Analysis, Scatter Plots, Model Evaluation, Estimation, Data Literacy, Sampling (Statistics), Anomaly Detection

    Mixed · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    Universitat Autònoma de Barcelona

    Digital Systems: From Logic Gates to Processors

    Skills you'll gain: Computer Architecture, Systems Design, Microarchitecture, System Design and Implementation, Technical Design, Application Specific Integrated Circuits, Digital Design, Design Software, Hardware Architecture, Computer Hardware, Simulations

    4.3 stars, 862 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.3 (862) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Zurich

    An Intuitive Introduction to Probability

    Skills you'll gain: Probability, Probability Distribution, Probability & Statistics, Statistics, Descriptive Statistics, Applied Mathematics, Statistical Methods, Risk Management, Finance, Correlation Analysis, Decision Making

    4.8 stars, 1.9K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (1.9K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • J

    John Wiley & Sons

    Machine Learning For Dummies

    Skills you'll gain: Data Literacy, Model Evaluation, Scikit Learn (Machine Learning Library), Keras (Neural Network Library), Responsible AI, Data Ethics, Machine Learning Algorithms, Machine Learning Methods, Machine Learning, Model Training, Applied Machine Learning, Image Analysis, Artificial Intelligence and Machine Learning (AI/ML), AI Personalization, Deep Learning, Convolutional Neural Networks, Machine Learning Software, Python Programming, Data Preprocessing, Feature Engineering

    Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • N

    National Business Institute

    Business Valuations Deep Dive

    Skills you'll gain: Business Valuation, Financial Analysis, Financial Statement Analysis, Regression Analysis, Liquidation, Specialized Accounting, Standard Accounting Practices, Balance Sheet, Mergers & Acquisitions, Compensation Analysis, Cash Flows, Market Data, Equities, Statistical Analysis, Project Scoping, Legal Support

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
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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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