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Matrix Courses

Matrix courses can help you learn linear transformations, eigenvalues, matrix operations, and applications in data science and machine learning. You can build skills in solving systems of equations, performing dimensionality reduction, and applying matrix factorization techniques. Many courses introduce tools like MATLAB, NumPy, and R, that support performing complex calculations and visualizing data in practical scenarios.

Popular Matrix Courses and Certifications


  • P

    Packt

    Matrix Calculus for Data Science & Machine Learning

    Skills you'll gain: Model Optimization, Calculus, Applied Mathematics, NumPy, Mathematical Software, Numerical Analysis, Machine Learning Algorithms, Tensorflow, Python Programming, Derivatives, Development Environment

    Intermediate · Course · 1 - 3 Months

  • C

    Creo Incubator

    Time and Priority Management for New Leaders

    Skills you'll gain: Delegation Skills, Prioritization, Time Management, Strategic Prioritization, Team Leadership, Leadership and Management, Management Training And Development, Business Priorities, Supervision, Team Management, Team Performance Management, Leadership, Organizational Skills, Leadership Studies, Workforce Management, Productivity, Strategic Leadership, Expectation Management, Professional Development, Trustworthiness

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • C

    Coursera

    Plan Your Apprenticeship Applications

    Skills you'll gain: Decision Making, Data-Driven Decision-Making, Dealing With Ambiguity, Planning, Analysis, Cost Benefit Analysis, Timelines, Scheduling, Prioritization, Concision, Time Management, Goal-Oriented, Goal Setting, Project Planning, Program Evaluation, Organizational Skills, Ability To Meet Deadlines, Self-Awareness, Higher Education

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • C

    Coursera

    HR Analytics Communication, Influence & Strategic Alignment

    Skills you'll gain: Data Storytelling, Stakeholder Engagement, Stakeholder Analysis, Stakeholder Management, People Analytics, Consultative Approaches, Constructive Feedback, Stakeholder Communications, Overcoming Objections, Timelines, Project Planning, Organizational Change, Human Resource Strategy, Consulting, Matrix Management, Human Resources, Risk Analysis, Strategic Communication, Executive Presence, Change Management

    Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • T

    The University of Sydney

    Introduction to Linear Algebra

    Skills you'll gain: Linear Algebra, Markov Model, Geometry, Arithmetic, Algebra, General Mathematics, Advanced Mathematics, Mathematics and Mathematical Modeling, Applied Mathematics

    4.8 stars, 45 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (45) · Intermediate · Course · 1 - 4 Weeks

  • S

    STARWEAVER

    Personal Productivity, Time Management and Prioritization

    Skills you'll gain: Prioritization, Productivity, Strategic Prioritization, Productivity Software, Telecommuting, Scheduling, Workflow Management, Goal Setting

    4.7 stars, 393 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (393) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    Portfolio Diversification using Correlation Matrix

    Skills you'll gain: Portfolio Risk, Portfolio Management, Risk Management, Financial Market, Investments, Correlation Analysis, Analysis, Statistics

    4.5 stars, 291 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.5 (291) · Intermediate · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • T

    The University of Sydney

    Introduction to Advanced Calculus

    Skills you'll gain: Advanced Mathematics, Integral Calculus, Calculus, Mathematical Theory & Analysis, Differential Equations, Applied Mathematics, Trigonometry, Mathematical Modeling, Linear Algebra, Physics, Numerical Analysis, Derivatives

    4.7 stars, 35 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (35) · Intermediate · Course · 1 - 4 Weeks

  • I

    Imperial College London

    Mathematics for Machine Learning: Linear Algebra

    Skills you'll gain: Linear Algebra, Applied Mathematics, Jupyter, Data Science, Data Manipulation, Dimensionality Reduction, Data Transformation, Machine Learning, Computational Thinking

    4.6 stars, 13K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (13K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    Madecraft

    Python Functions for Data Science

    Skills you'll gain: NumPy, Matplotlib, Pandas (Python Package), Plot (Graphics), Seaborn, Data Visualization, Jupyter, Data Science, Statistical Visualization, Data Visualization Software, Statistical Analysis, Data Wrangling, Data Manipulation, Data Analysis, Scatter Plots, Exploratory Data Analysis, Statistical Programming, Python Programming, Data Transformation, Data Processing

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • M

    Microsoft

    AI Evaluation and Investment Decisions

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), AI Product Strategy, Microsoft Copilot, AI Enablement, Responsible AI, Return On Investment, Cost Benefit Analysis, AI Security, Business Priorities, Governance Risk Management and Compliance, Financial Modeling, Governance, Data Governance, Executive Presence, Key Performance Indicators (KPIs), Risk Analysis, Operating Cost, Decision Making, Power Platform Architecture & Technical Design, Risk Modeling

    Beginner · Course · 1 - 3 Months

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

    UNSW Sydney (The University of New South Wales)

    Remote Sensing Image Acquisition, Analysis and Applications

    Skills you'll gain: Image Analysis, Unsupervised Learning, Geospatial Information and Technology, Applied Machine Learning, Image Quality, Machine Learning Methods, Environmental Monitoring, Spatial Analysis, Spatial Data Analysis, Computer Vision, Statistical Methods, Convolutional Neural Networks, Dimensionality Reduction, Statistical Analysis, Feature Engineering, Machine Learning Algorithms, Exploratory Data Analysis, Machine Learning, Engineering, Scientific, and Technical Instruments, Supervised Learning

    4.7 stars, 186 reviews, Intermediate, Course, 3 - 6 Months

    ★ 4.7 (186) · Intermediate · Course · 3 - 6 Months

    Category: Preview
    Preview
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