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Projects in Awesome Lists by animesh-algorithm

A curated list of projects in awesome lists by animesh-algorithm .

https://github.com/animesh-sh/Spam-Detector-BERT-Pytorch-Transformers-Hugging-Face-NLP-State-of-the-Art-Model.

Spam Detector is a Data Science Project built using Pytorch and Hugging Face library. Used BERT model based on Transformer Architecture and got 99.97% accuracy on train set and 98.76% accuracy on test set.

bert deep-learning hugging-face-transformers nlp pytorch transfer-learning transformers

Last synced: 22 Oct 2025

https://github.com/animesh-sh/Jarvis

Last synced: 22 Oct 2025

https://github.com/animesh-sh/Customer-Churn-Prediction-2020-Competition---96-percent-Accuracy

This competition was about predicting whether a customer will change telecommunications provider, something known as "churning". My Machine Learning model was 96.3% accurate in predicting the customer churn. I have followed the complete lifecycle of data science project - Data Collection(from kaggle), Exploratory Data Analysis, Feature Engineering, Model Building, Hyperparameter Tuning and Model Evaluation.

churn-prediction classification data-science kaggle machine-learning

Last synced: 22 Oct 2025