Overview: Linear algebra refresher – Part 3/3 This is the third and last part of the refresher and covers special matrix types and its implementation in Python. Special matrix types Identity matrix An identity matrix is a special type of square matrix in linear algebra. It is denoted as I and has ones along itsContinue reading “ML Zoomcamp 2023 – Introduction to Machine Learning – Part 11”
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ML Zoomcamp 2023 – Introduction to Machine Learning – Part 10
Overview: Linear algebra refresher – Part 2/3 This is the second part of the refresher and covers more sophisticated operations and its implementation in Python. Vector vector multiplication (dot product) The dot product, also known as the scalar product, is a key operation in linear algebra. It involves multiplying the corresponding components of two vectorsContinue reading “ML Zoomcamp 2023 – Introduction to Machine Learning – Part 10”
ML Zoomcamp 2023 – Introduction to Machine Learning – Part 9
Overview: This part is a linear algebra refresher. There are different operations you need to understand for ML. Actually, you don’t really need to know that if you know what you’re doing in the code. However, a basic understanding can’t do any harm at this point. Because this article has become quite long, I decidedContinue reading “ML Zoomcamp 2023 – Introduction to Machine Learning – Part 9 “
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