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Hastika Cheddy's Projects

-fake-news-detection icon -fake-news-detection

This system utilizes text preprocessing techniques like stemming to improve analysis efficiency. It employs Count Vectorizer and TF-IDF Vectorizer alongside decision tree and Naive Bayes algorithms, optimized with RandomizedSearchCV for hyperparameters. Evaluation is based on accuracy, ensuring effective identification of fake news articles.

base_ml_notebooks icon base_ml_notebooks

This repository houses foundational machine learning notebooks designed to serve as building blocks for various projects. These notebooks provide a solid starting point, showcasing fundamental ML techniques and workflows that can be easily integrated and adapted to suit specific project requirements.

gpt3-sandbox icon gpt3-sandbox

The goal of this project is to enable users to create cool web demos using the newly released OpenAI GPT-3 API with just a few lines of Python.

identifying_fraudulent_transactions_using_ai icon identifying_fraudulent_transactions_using_ai

Fraudulent credit card transactions are a major challenge for financial service providers due to the difficulty in detecting them. The objective of this project is to leverage machine learning models for the detection of fraudulent transactions.

oop-java icon oop-java

This repo contains my answers for my OOSD module

shortest-path icon shortest-path

A number of nodes is entered in the GUI and it outputs the graph of the nodes and shows the shortest path and the shortest distance.

stay icon stay

2nd year group assignment. A hotel booking app

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