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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


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    U

    UBITS

    Construye un curso virtual desde cero

    Skills you'll gain: Developing Training Materials, Training Programs, Employee Training, Target Audience, Writing, Training and Development, Needs Assessment, Virtual Environment, Information Architecture, Content Creation, Content Development and Management, Cost Containment, Education Software and Technology, Digital Content

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
    Free
    C

    Coursera

    Introdução a Mapas de Relação com Kumu

    Skills you'll gain: Interactive Data Visualization, Data Mapping, Diagram Design, Information Architecture

    4.4
    Rating, 4.4 out of 5 stars
    ·
    7 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Northeastern University

    Engineering Probability and Statistics Part 1

    Skills you'll gain: Probability & Statistics, Statistics, Probability Distribution, Probability, Statistical Modeling, Data Analysis, Bayesian Statistics, Statistical Analysis, Exploratory Data Analysis, Combinatorics, Descriptive Statistics, Statistical Inference, Correlation Analysis

    Mixed · Course · 1 - 3 Months

  • P

    Packt

    Managing Data as a Product: Scalable Data Architectures

    Skills you'll gain: Data Architecture, Distributed Computing, Data Modeling, Scalability, Data Management, Data Strategy, Data Pipelines, Software Architecture, Semantic Web, Continuous Deployment, Information Architecture, CI/CD, Maintainability, AI Enablement, Organizational Structure, AI Integrations, Product Automation, Interoperability, Data Analysis, Generative AI

    Intermediate · Course · 1 - 3 Months

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    T

    The Hong Kong University of Science and Technology

    General Relativity II: Applications

    Skills you'll gain: Physics, Advanced Mathematics, Calculus, Differential Equations, Linear Algebra, Integral Calculus, Physical Science, Mechanics, Mathematical Modeling, Applied Mathematics, Scientific Methods

    Mixed · Course · 1 - 3 Months

  • Status: Preview
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    W

    Workday

    Workday Student for Business Users

    Skills you'll gain: People Analytics, Workday (Software), Registration, Business Process, Workflow Management, Business Reporting, Management Reporting, Process Management, Data Maintenance, Data Entry, Dashboard, Information Architecture, Information Management, Business Analytics, Report Writing, No-Code Development, Enterprise Resource Planning

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Portfolio Development in Canva

    Skills you'll gain: Storytelling, Case Studies, Canva (Software), Information Architecture, Digital Design, Visual Storytelling, Digital Publishing, Portfolio Management, Target Audience, Design Strategies, Layout Design, User Experience Design, Graphic and Visual Design, Critical Thinking and Problem Solving

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    Universidades Anáhuac

    Ciencia de Datos Aplicada al Marketing

    Skills you'll gain: Regression Analysis, Statistical Visualization, Data-Driven Marketing, Data Visualization, Marketing Analytics, Statistical Software, Data Mining, Data-Driven Decision-Making, Exploratory Data Analysis, Business Intelligence, Statistical Methods, Market Intelligence, Correlation Analysis, Target Market, Customer Analysis, SPSS, Data Analysis, Statistical Analysis, Marketing, Market Research

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Exploratory Data Analysis & Core ML Algorithms

    Skills you'll gain: Exploratory Data Analysis, Model Optimization, Model Training, Applied Machine Learning, Predictive Modeling, Decision Tree Learning, Data Analysis, Regression Analysis, Classification Algorithms, Supervised Learning, Machine Learning Algorithms, Data Wrangling, Model Evaluation, Data Preprocessing, Statistical Machine Learning, Feature Engineering

    Intermediate · Course · 1 - 3 Months

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

    Coursera

    Level Up: Advanced SQL for Data Engineering

    Skills you'll gain: Star Schema, Data Infrastructure, Data Governance, Data Modeling, Data Strategy, Data Architecture, Data Migration, Database Design, Correlation Analysis, Stored Procedure, Data Pipelines, Data Lakes, Infrastructure as Code (IaC), Data Validation, Disaster Recovery, Role-Based Access Control (RBAC), Compliance Auditing, CI/CD, Resource Management, Performance Management

    Advanced · Specialization · 3 - 6 Months

  • Status: Free
    Free
    C

    Coursera

    Оптимизация портфеля с помощью модели Марковица

    Skills you'll gain: Financial Analysis, Portfolio Management, Financial Modeling, Portfolio Risk, Correlation Analysis, Investment Management, Variance Analysis, Model Optimization

    Intermediate · Guided Project · Less Than 2 Hours

  • 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, Predictive Modeling, Time Series Analysis and Forecasting, Artificial Neural Networks, AI Personalization, Machine Learning, Embeddings, Data Preprocessing

    Intermediate · Course · 1 - 4 Weeks

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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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