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Advanced analytics

Contains works done for analytics course including

SVD

Singular value decomposition work done to compress images to the most common values

PCA

Principal component analysis done on a few occasions to evaluate components most

PLS

Partial least squares

  • Used to do basig regression on certain analysis work

RNN & LSTM

  • Recurrent neural networks & Long-term shor memory used for sequential data processing i.e. text generation via next letter predictions

Transformers

  • Used for word predctions mainly to generate horror text