Machine Learning, Data Science, Linear Algebra, Compression, Singular Values.
In this article, I will show you how to perform lossy image compression in Python, by using a method from linear algebra called singular value decomposition (SVD). To help you understand the Python code, I will first attempt to give you a very high level conceptual understanding of SVD. After this,