Linear Algebra

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Linear Algebra: Orthogonality and Diagonalization (Coursera)

May 12th 2025
Linear Algebra: Orthogonality and Diagonalization (Coursera)
Course Auditing
Coursera
Johns Hopkins University
Categories
Sci: Mathematics
Effort
Intermediate
4 Weeks
1-4 Hours/Week
Languages
English
English
Linear Algebra: Orthogonality and Diagonalization (Coursera)
This is the third and final course in the Linear Algebra Specialization that focuses on the theory and computations that arise from working with orthogonal vectors. This includes the study of orthogonal transformation, orthogonal bases, and orthogonal transformations. The course culminates in the theory of symmetric matrices, linking the [...]
Linear Algebra from Elementary to Advanced Specialization
Linear Algebra
Orthogonality
Diagonalization
Symmetric Matrices
Coursera Plus
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May 12th 2025
Course Auditing
Coursera
Johns Hopkins University
Sci: Mathematics
Intermediate
4 Weeks
1-4 Hours/Week
46.00 EUR/month
English
English

Building Regression Models with Linear Algebra (Coursera)

May 12th 2025
Building Regression Models with Linear Algebra (Coursera)
Course Auditing
Coursera
Howard University
Categories
CS: Programming
CS: Software Engineering
Effort
Beginner
4 Weeks
1-4 Hours/Week
Languages
English
English
Building Regression Models with Linear Algebra (Coursera)
In this course, you'll learn how to distinguish between the different types of regression models. You will apply the Method of Least Squares to a dataset by hand and using Python. In addition, you will learn how to employ a linear regression model to identify scenarios. Let's get started!
Linear Algebra for Data Science Using Python Specialization
Regression Models
Linear Algebra
Least Squares
Python
Python Programming
Linear Regression
Coursera Plus
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May 12th 2025
Course Auditing
Coursera
Howard University
CS: Programming
CS: Software Engineering
Beginner
4 Weeks
1-4 Hours/Week
46.00 EUR/month
English
English

Introduction to Linear Algebra and Python (Coursera)

May 12th 2025
Introduction to Linear Algebra and Python (Coursera)
Course Auditing
Coursera
Howard University
Categories
CS: Programming
CS: Software Engineering
Effort
Beginner
4 Weeks
1-4 Hours/Week
Languages
English
English
Introduction to Linear Algebra and Python (Coursera)
This course is the first of a series that is designed for beginners who want to learn how to apply basic data science concepts to real-world problems. You might be a student who is considering pursuing a career in data science and wanting to learn more, or you might [...]
Linear Algebra for Data Science Using Python Specialization
Linear Algebra
Python
Python Programming
Data Science
Linear Equations
Matrix
Vector Equations
Coursera Plus
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May 12th 2025
Course Auditing
Coursera
Howard University
CS: Programming
CS: Software Engineering
Beginner
4 Weeks
1-4 Hours/Week
46.00 EUR/month
English
English

Fundamental Linear Algebra Concepts with Python (Coursera)

May 12th 2025
Fundamental Linear Algebra Concepts with Python (Coursera)
Course Auditing
Coursera
Howard University
Categories
CS: Programming
CS: Software Engineering
Effort
Mixed
4 Weeks
1-4 Hours/Week
Languages
English
English
Fundamental Linear Algebra Concepts with Python (Coursera)
In this course, you'll be introduced to finding inverses and matrix algebra using Python. You will also practice using row reduction to solve linear equations as well as practice how to define linear transformations. Let's get started!
Linear Algebra for Data Science Using Python Specialization
Linear Algebra
Python
Python Programming
Linear Equations
Matrix
Eigenvalue
Coursera Plus
View more details
May 12th 2025
Course Auditing
Coursera
Howard University
CS: Programming
CS: Software Engineering
Mixed
4 Weeks
1-4 Hours/Week
46.00 EUR/month
English
English

Essential Linear Algebra for Data Science (Coursera)

May 12th 2025
Essential Linear Algebra for Data Science (Coursera)
Course Auditing
Coursera
University of Colorado Boulder
Categories
Sci: Mathematics
Effort
Intermediate
5-12 Weeks
1-4 Hours/Week
Languages
English
English
Essential Linear Algebra for Data Science (Coursera)
Are you interested in Data Science but lack the math background for it? Has math always been a tough subject that you tend to avoid? This course will teach you the most fundamental Linear Algebra that you will need for a career in Data Science without a ton of [...]
Linear Algebra
Math
Mathematics
Matrices
Algebra
Numerical Analysis
Linear Systems
Coursera Plus
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May 12th 2025
Course Auditing
Coursera
University of Colorado Boulder
Sci: Mathematics
Intermediate
5-12 Weeks
1-4 Hours/Week
42.00 EUR/month
English
English

Math for AI beginner part 1 Linear Algebra (Coursera)

May 12th 2025
Math for AI beginner part 1 Linear Algebra (Coursera)
Course Auditing
Coursera
Korea Advanced Institute of Science and Technology - KAIST
Categories
Sci: Mathematics
Effort
Beginner
5-12 Weeks
1-4 Hours/Week
Languages
English
English
Math for AI beginner part 1 Linear Algebra (Coursera)
'Learn concept of AI such as machine learning, deep-learning, support vector machine which is related to linear algebra. Learn how to use linear algebra for AI algorithm. After completing this course, you are able to understand AI algorithm and basics of linear algebra for AI applications.
Math
Mathematics
Linear Algebra
AI
Artificial Intelligence
Coursera Plus
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May 12th 2025
Course Auditing
Coursera
Korea Advanced Institute of Science and Technology - KAIST
Sci: Mathematics
Beginner
5-12 Weeks
1-4 Hours/Week
41.00 EUR
English
English

Generalized Linear Models and Nonparametric Regression (Coursera)

May 12th 2025
Generalized Linear Models and Nonparametric Regression (Coursera)
Course Auditing
Coursera
University of Colorado Boulder
Categories
Data Science
Statistics & Data Analysis
Effort
Intermediate
4 Weeks
11-20 Hours/Week
Languages
English
English
Generalized Linear Models and Nonparametric Regression (Coursera)
In the final course of the statistical modeling for data science program, learners will study a broad set of more advanced statistical modeling tools. Such tools will include generalized linear models (GLMs), which will provide an introduction to classification (through logistic regression); nonparametric modeling, including kernel estimators, smoothing splines; [...]
Generalized Linear Models
GLMs
Nonparametric Regression
Generalized Additive Models
GMAs
Linear Models
Calculus
Probability Theory
Linear Algebra
Coursera Plus
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May 12th 2025
Course Auditing
Coursera
University of Colorado Boulder
Data Science
Statistics & Data Analysis
Intermediate
4 Weeks
11-20 Hours/Week
84.00 EUR/month
English
English

Specialized Models: Time Series and Survival Analysis (Coursera)

May 12th 2025
Specialized Models: Time Series and Survival Analysis (Coursera)
Course Auditing
Coursera
IBM
Categories
Data Science
Effort
Intermediate
4 Weeks
1-4 Hours/Week
Languages
English
English
Specialized Models: Time Series and Survival Analysis (Coursera)
This course introduces you to additional topics in Machine Learning that complement essential tasks, including forecasting and analyzing censored data. You will learn how to find analyze data with a time component and censored data that needs outcome inference. You will learn a few techniques for Time Series Analysis [...]
IBM Machine Learning Professional Certificate
Time Series
Survival Analysis
Dimensionality Reduction
Unsupervised Learning
Cluster Analysis
K-Means Clustering
Forecasting
Time Series Analysis
ARIMA Modeling
Hazards
Survival
Python
Data Cleaning
Data Analysis
Calculus
Linear Algebra
Supervised Learning
Machine Learning
Probability
Statistics
Stationarity
Deep Learning
Data Science
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May 12th 2025
Course Auditing
Coursera
IBM
Data Science
Intermediate
4 Weeks
1-4 Hours/Week
32.00 EUR/month
English
English

Deep Learning and Reinforcement Learning (Coursera)

May 12th 2025
Deep Learning and Reinforcement Learning (Coursera)
Course Auditing
Coursera
IBM
Categories
Data Science
Effort
Intermediate
5-12 Weeks
1-4 Hours/Week
Languages
English
English
Deep Learning and Reinforcement Learning (Coursera)
This course introduces you to two of the most sought-after disciplines in Machine Learning: Deep Learning and Reinforcement Learning. Deep Learning is a subset of Machine Learning that has applications in both Supervised and Unsupervised Learning, and is frequently used to power most of the AI applications that we [...]
IBM Machine Learning Professional Certificate
Deep Learning
Reinforcement Learning
Artificial Neural Networks
Machine Learning
Keras
Unsupervised Learning
Neural Networks
Clustering
Python
Data Cleaning
Data Analysis
Supervised Learning
Calculus
Linear Algebra
Probability
Statistics
Autoencoders
Data Science
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May 12th 2025
Course Auditing
Coursera
IBM
Data Science
Intermediate
5-12 Weeks
1-4 Hours/Week
32.00 EUR/month
English
English

Matrix Algebra for Engineers (Coursera)

May 12th 2025
Matrix Algebra for Engineers (Coursera)
Course Auditing
Coursera
The Hong Kong University of Science and Technology - HKUST
Categories
Sci: Mathematics
Effort
Beginner
4 Weeks
5-10 Hours/Week
Languages
English
Turkish
Spanish
Russian
Portuguese
Korean
Italian
German
French
English
Chinese
Arabic
Vietnamese
Matrix Algebra for Engineers (Coursera)
This course is all about matrices, and concisely covers the linear algebra that an engineer should know. The mathematics in this course is presented at the level of an advanced high school student, but typically students should take this course after completing a university-level single variable calculus [...]
Linear Algebra
Math
Mathematics
Engineering Mathematics
Matrices
Matrix
Algebra
Linear Equations
Coursera Plus
View more details
May 12th 2025
Course Auditing
Coursera
The Hong Kong University of Science and Technology - HKUST
Sci: Mathematics
Beginner
4 Weeks
5-10 Hours/Week
39.00 EUR
English
Turkish
Spanish
Russian
Portuguese
Korean
Italian
German
French
English
Chinese
Arabic
Vietnamese