Principal Component Analysis for creation of Portfolios composed of Mutual Funds.
This paper was presented in National Level Research Conference 'E-Shodh' held at Jai Hind College, Mumbai. In the paper we analyse and aim to provide a way to benefit from the performance of the multiple portfolios generated by implementation of PCA to the NAV of Mutual Funds...
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Representing Data as Tensors
Development of Machine Learning models involves training them on large datasets for obtaining better results. Most of the Neural Networks require their input data, which come from such large datasets, to be in the form of Tensors...
One Hot Encoding of Text data in Natural Language Processing
One of the most interesting applications of Machine Learning and Deep Learning can be found in the field of Natural Language Processing (NLP). Many tasks in NLP involve working with texts and sentences which are understood as sequence of texts...
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