Machine Learning, Data Science, Deep Learning, Dimensionality Reduction, Artificial Intelligence.
decision. The choice depends on your data and the goals of your analysis or model. Here are some considerations: Data Characteristics: Consider the nature of your data. PCA and LDA are suited for continuous numerical data, while t-SNE and autoencoders can handle a wider range of data types,