Linear Transformations

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Linear Algebra: Matrix Algebra, Determinants, & Eigenvectors (Coursera)

May 19th 2025
Linear Algebra: Matrix Algebra, Determinants, & Eigenvectors (Coursera)
Course Auditing
Coursera
Johns Hopkins University
Categories
Data Science
Effort
Mixed
5-12 Weeks
1-4 Hours/Week
Languages
English
English
Linear Algebra: Matrix Algebra, Determinants, & Eigenvectors (Coursera)
This course is the second course in the Linear Algebra Specialization. In this course, we continue to develop the techniques and theory to study matrices as special linear transformations (functions) on vectors. In particular, we develop techniques to manipulate matrices algebraically. This will allow us to better analyze and [...]
Linear Algebra from Elementary to Advanced Specialization
Linear Algebra
Matrix Algebra
Determinants
Eigenvectors
Eigenvalues
Matrices
Linear Transformations
Coursera Plus
View more details
May 19th 2025
Course Auditing
Coursera
Johns Hopkins University
Data Science
Mixed
5-12 Weeks
1-4 Hours/Week
45.00 EUR/month
English
English

Linear Algebra: Linear Systems and Matrix Equations (Coursera)

May 19th 2025
Linear Algebra: Linear Systems and Matrix Equations (Coursera)
Course Auditing
Coursera
Johns Hopkins University
Categories
Data Science
Effort
Beginner
4 Weeks
1-4 Hours/Week
Languages
English
English
Linear Algebra: Linear Systems and Matrix Equations (Coursera)
This is the first course of a three course specialization that introduces the students to the concepts of linear algebra, one of the most important and basic areas of mathematics, with many real-life applications. This foundational material provides both theory and applications for topics in mathematics, engineering and [...]
Linear Algebra from Elementary to Advanced Specialization
Linear Algebra
Linear Systems
Matrix Equations
Matrices
Vectors
Linear Transformations
Coursera Plus
View more details
May 19th 2025
Course Auditing
Coursera
Johns Hopkins University
Data Science
Beginner
4 Weeks
1-4 Hours/Week
45.00 EUR/month
English
English

Linear Algebra for Machine Learning and Data Science (Coursera)

May 19th 2025
Linear Algebra for Machine Learning and Data Science (Coursera)
Course Auditing
Coursera
DeepLearning.AI
Categories
Computer Science
Data Science
Effort
Beginner
4 Weeks
5-10 Hours/Week
Languages
English
English
Linear Algebra for Machine Learning and Data Science (Coursera)
After completing this course, learners will be able to: represent data as vectors and matrices and identify their properties using concepts of singularity, rank, and linear independence, etc.; apply common vector and matrix algebra operations like dot product, inverse, and determinants; express certain types of matrix operations as linear [...]
Mathematics for Machine Learning and Data Science Specialization
Linear Algebra
Machine Learning
Data Science
Linear Equations
Determinants
Linear Transformations
Vectors
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May 19th 2025
Course Auditing
Coursera
DeepLearning.AI
Computer Science
Data Science
Beginner
4 Weeks
5-10 Hours/Week
36.00 EUR/month
English
English

Linear Algebra II: Matrices and Linear Transformations (edX)

Self Paced
Linear Algebra II: Matrices and Linear Transformations (edX)
Course Auditing
EdX
Delft University of Technology
DelftX
Categories
Sci: Mathematics
Effort
Intermediate
Self-Paced
5-10 Hours/Week
Languages
English
English
Linear Algebra II: Matrices and Linear Transformations (edX)
This course provides an overview of bachelor-level linear algebra. You will review all the concepts and practice and refresh the skills related to matrices and linear transformations. A strong foundation in mathematics is critical for success in all science and engineering disciplines. Whether you want to make a strong [...]
Mastering Linear Algebra Professional Certificate
Linear Algebra
Matrices
Linear Transformations
Math
Mathematics
Eigenvalues
Eigenvectors
Matrix
View more details
Self Paced
Course Auditing
EdX
Delft University of Technology
DelftX
Sci: Mathematics
Intermediate
Self-Paced
5-10 Hours/Week
91.00 EUR
English
English

Eigenvectors and Eigenvalues (Udacity)

Self Paced
Eigenvectors and Eigenvalues (Udacity)
Free Course
Udacity
Udacity
Categories
Data Science
Effort
Beginner
Self-Paced
Self-Study
Languages
English
Eigenvectors and Eigenvalues (Udacity)
Concepts in Linear Algebra. One of the most interesting topics to visualize in Linear Algebra are Eigenvectors and Eigenvalues. Here you will learn how to easily calculate them and how they are applicable and particularly interesting when it comes to machine learning implementations.
Eigenvectors
Eigenvalues
Linear Algebra
Machine Learning
Linear Transformations
Vectors
View more details
Self Paced
Free Course
Udacity
Udacity
Data Science
Beginner
Self-Paced
Self-Study
English

Mathematical Methods for Data Analysis (edX)

Self Paced
Mathematical Methods for Data Analysis (edX)
Course Auditing
EdX
The Hong Kong University of Science and Technology - HKUST
HKUSTx
Categories
Computer Science
Statistics & Data Analysis
Effort
Intermediate
Self-Paced
5-10 Hours/Week
Languages
English
English
Mathematical Methods for Data Analysis (edX)
Learn mathematical methods for data analysis including mathematical formulations and computational methods. Some well-known machine learning algorithms such as k-means are introduced in the examples.
Big Data Technology MicroMasters
Mathematical Methods
Data Analysis
Vector Spaces
Linear Functions
Differentiation
Linear Transformations
View more details
Self Paced
Course Auditing
EdX
The Hong Kong University of Science and Technology - HKUST
HKUSTx
Computer Science
Statistics & Data Analysis
Intermediate
Self-Paced
5-10 Hours/Week
325.00 EUR
English
English

Linear Algebra: Problems and Methods (Stepik)

Self Paced
Linear Algebra: Problems and Methods (Stepik)
Free Course
Stepik
Steklov Mathematical Institute
Categories
Sci: Mathematics
Effort
Intermediate
Self-Paced
Self-Study
Languages
English
Linear Algebra: Problems and Methods (Stepik)
The goal of the course is to explain the fundamental ideas of linear algebra and how to use them to find easy solutions of hard problems.
Linear Equations
Linear Functions
Linear Spaces
Vectors
Linear Transformations
Subspaces
Linear Algebra
Algebra
Math
Mathematics
View more details
Self Paced
Free Course
Stepik
Steklov Mathematical Institute
Sci: Mathematics
Intermediate
Self-Paced
Self-Study
English