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This project offers advanced techniques in text preprocessing, word embeddings, and text classification. Explore methods like Word2Vec and GloVe, and master Multinomial Naive Bayes for accurate predictions. Dive into the world of text clustering and conquer challenges like unbalanced data.

Home Page: https://www.linkedin.com/in/purushothamann/

HTML 48.78% Jupyter Notebook 51.22%
20newsgroup data-mining data-science glove-embeddings k-fold-cross-validation machine-learning natural-language-processing python text-classification text-clustering text-processing word2vec

nlp-text-processing's Introduction

Hi there! ๐Ÿ‘‹ I'm Purushothaman Natarajan

I'm into deep learning, specializing in computer vision and NLP. With over 3 years of experience in machine learning and a background in mechanical engineering, I bring a unique perspective to my work.

๐Ÿ”ฌ Currently, I'm immersed in the fascinating world of underwater sonar imagery, working on a project funded by DRDO (Defence Research and Development Organization).

๐Ÿ’ผ I've previously collaborated with Amazon and am currently a Research Fellow at SRM University, Chennai, India.

๐Ÿ“š If you're interested in connecting or discussing anything related to machine learning, computer vision, or NLP, feel free to reach out to me on LinkedIn.

๐Ÿš€ ๐Ÿš€ ๐Ÿš€

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