Data Dreamland, Subash Palvel, Data Science, Dimensionality Reduction, Machine Learning.
Conclusion Dimensionality reduction techniques are essential tools for handling high-dimensional datasets in machine learning and data analysis. They allow us to simplify the data, eliminate noise, and improve the performance of models. In this article, we explored some popular techniques such as