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Somesh Kumar Sahu's Projects

adv_nlp_workshop_odsc_europe22 icon adv_nlp_workshop_odsc_europe22

Extensive tutorials for the Advanced NLP Workshop in Open Data Science Conference Europe 2020. We will leverage deep learning and deep transfer learning to solve popular tasks in NLP including Classification, Information Retrieval, Sentiment Analysis, Search Engines, Clustering, Paraphrase Mining, Summarization, Language Translation, Q&A systems

causal-text-papers icon causal-text-papers

Curated research at the intersection of causal inference and natural language processing.

feature-selector icon feature-selector

Feature selector is a tool for dimensionality reduction of machine learning datasets

lending_loan_prediction icon lending_loan_prediction

The purpose of this project is to process the dataset, analyze it, do some feature engineering and finally make a predictive loan model for an applicant.

machine-learning-roadmap icon machine-learning-roadmap

A roadmap connecting many of the most important concepts in machine learning, how to learn them and what tools to use to perform them.

mba_capstone_reva icon mba_capstone_reva

In this paper we are performing the validation of the set of datasets to know the critical points which play major role in monitoring the diabetes. Whereby using ML concepts, we are exploring with the assistance of varied ML models like LR, GB, and concluding by using Lime and SHAP, to understand the patient model in any pre-diabetes stages diabetic, pre diabetic and nondiabetic. NLP analyses large amount of text data and describes how to program computers to process. It is linguistics, computing and artificial intelligence Of sub-fields. Python has many libraries for natural language processing like NLTK, word cloud, Text Blob, Beautiful Soup, spaCy and so on.

practical-nlp-code icon practical-nlp-code

Official Repository for 'Practical Natural Language Processing' by O'Reilly Media

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