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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: New
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    J

    John Wiley & Sons

    Foundations of Data Science and Statistical Methods

    Skills you'll gain: Statistical Methods, Exploratory Data Analysis, Data Quality, Statistics, Data Analysis, Data Science, Statistical Analysis, Probability & Statistics, Data Storage, Data Collection, Data Management, Data Pipelines, Statistical Machine Learning, Data-Driven Decision-Making, Probability Distribution, Machine Learning, Linear Algebra

    Beginner · 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: Free Trial
    Free Trial
    P

    Packt

    Natural Language Processing - Probability Models in Python

    Skills you'll gain: Encryption, Cryptography, Machine Learning Methods, Classification Algorithms, Model Training, Probability Distribution, Machine Learning Algorithms, Algorithms

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    P

    Packt

    Foundations of Information Architecture

    Skills you'll gain: Information Architecture, User Experience, Human Centered Design, User Experience Design, User Centered Design, User Interface and User Experience (UI/UX) Design, Content Management, Web Design, Design, Design and Product, Data Architecture, UI/UX Research, Product Design, Business Planning, Data Management, Web Applications

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    P

    Packt

    Designing Information Architecture

    Skills you'll gain: Information Architecture, UI/UX Research, User Research, Content Management, UI/UX Strategy, Design Research, User Experience, Content Strategy, Experience Design, User Experience Design, Human Centered Design, User Centered Design, User Interface and User Experience (UI/UX) Design, Web Design, Persona (User Experience), Usability, Interaction Design, Product Design, Web Development, Web Applications

    Beginner · Specialization · 3 - 6 Months

  • Status: New
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    Status: Free Trial
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    E

    Edureka

    Business Intelligence and Data Analytics with Tableau

    Skills you'll gain: Tableau Software, Business Intelligence, Business Intelligence Software, Interactive Data Visualization, Business Analytics, Data Visualization Software, Dashboard, Agentic Workflows, Dashboard Creation, Data Storytelling, Data Analysis, Data Modeling, Extract, Transform, Load, Predictive Analytics, Exploratory Data Analysis, Data Governance, Data Transformation, Data Preprocessing, Correlation Analysis, Data Security

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Recommender Systems Complete Course Beginner to Advanced

    Skills you'll gain: Recurrent Neural Networks (RNNs), Tensorflow, Natural Language Processing, Deep Learning, Autoencoders, Time Series Analysis and Forecasting, Artificial Neural Networks, Machine Learning, Embeddings, Data Preprocessing

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Status: Free Trial
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    U

    University of Colorado Boulder

    Introduction to Learning

    Skills you'll gain: Model Evaluation, Supervised Learning, Machine Learning Methods, Unsupervised Learning, Machine Learning Algorithms, Machine Learning, Reinforcement Learning, Model Training, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Decision Tree Learning, Artificial Neural Networks, Artificial Intelligence, Algorithms, Data-Driven Decision-Making

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
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    C

    Coursera

    Confluence Essentials: Pages, Navigation & Collaboration

    Skills you'll gain: Cross-Functional Collaboration, Taking Meeting Minutes, Maintainability, Project Documentation, Information Technology, Role-Based Access Control (RBAC), Technical Documentation, Collaborative Software, Knowledge Transfer, Accountability, Document Management, User Feedback, Authorization (Computing), Software Documentation, Information Architecture, Meeting Facilitation, Team Oriented, Data Integrity, IT Management, Communication

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
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    Packt

    Data Science with Python

    Skills you'll gain: Plotly, PyTorch (Machine Learning Library), NumPy, Matplotlib, Pandas (Python Package), Plot (Graphics), Data Visualization Software, Interactive Data Visualization, Machine Learning Methods, Python Programming, Applied Machine Learning, Scatter Plots, Numerical Analysis, Data Manipulation, Deep Learning, Image Analysis, Linear Algebra, Data Wrangling

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
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    N

    Northwestern University

    현대 로봇공학, 강좌 1: 로봇 동작의 기초

    Skills you'll gain: Robotics, Mathematical Modeling, Engineering, Mechanics, Torque (Physics), Mathematical Software, Virtual Environment, Simulation and Simulation Software, Engineering Calculations, Matlab, Control Systems, Applied Mathematics, Linear Algebra, Other Programming Languages

    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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Skills you can learn in Machine Learning

Python Programming (33)
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Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
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Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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