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chetanniloor's Projects

de-pois-an-attack-agnostic-defense-against-data-poisoning-attacks

The most critical downside to AI is that its inefficiency is directly related to its data quality. Presently there are very few methods available that are used to protect the data from being attacked in the real time applications. But there is no commonplace in terms of defence technology that is being used for various types of attacks, in these situations the need for a generic method is highly needed for defending against those poisoning attacks, so we have come up with the defence technique that is called as De-Pois Defence method

eda-logistics-regression-on-titanic-data-set-

Tried to do some of the EDA and apply some regressions on Titanic data set, and found the results on Gender bases

python-basics

This repo contains basic codes for Python

resume-scoring-by-nlp

The project is to create a Resume Scoring algorithm using Natural Language Processing. The algorithm will parse resumes one by one and will create a Candidate Profile based on the skills mentioned in the resume. A corpus is created using Sketch Engine for various required skills (example : Machine Learning, Data Science, Software developer, Programming) are given as input, Sketch Engine creates a corpus from the useful data available on the given links. Word Embedding's are created from the corpus and these are used to match the skills in the candidate resume with the required skills.

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