AI, Dimensionality Reduction, Machine Learning, Python, Data Science.
algorithms of these methods but also provide their respective advantages and disadvantages. We will accompany theoretical discussions with practical implementations in Python, offering hands-on guidance for applying PCA, LDA, and SVD to real-world datasets. Whether you’re a novice seeking an