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Neural Networks, Dimensionality Reduction and Clustering

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Data-Visualization

#In this assignment, we will evaluate your knowledge on Neural Networks, Dimensionality Reduction and Clustering concepts. We are providing you a face classification dataset, and you will use a pretrained model to obtain the embeddings of each face image on this dataset.

#With these embeddings, you will apply PCA algorithm for dimensionality reduction and use nearest neighbor search to identify images that are closest to your own picture.

#More information is present in the ipynb itself.