Debopam-Pritam2014
I am a Learner, interested in AI, Machine Learning and Data Science
Agartala Tripura India
Pinned Repositories
Anemia-prediction
In this project I build an anemia prediction application using Machine Learning and got an significant accuracy, precision and recall score after hyperparameter tuning.
Debopam-Pritam2014
Employee-Attrition-Prediction
In this project I did Complete EDA, and Build a ML model that can accurately predict whether an Employee will be leave a company or not based on different factors.
End-to-End-Diabetes-Prediction-application
In this project I have created an end to end diabetes prediction application using streamlit.
Heart-Disease-Prediction
In this project I have created an Heart Diseases predictive model that can accurately predicts whether a person has heart disease or not based on some medical data.
sms-spam-classifier
In this project I build an end-to-end sms spam classifier and hosted it on Streamlit cloud.
Spam-Detection-Using-RNN
This project uses Recurrent Neural Networks (RNNs) to classify SMS messages as spam or ham (legitimate). My goal is to develop an accurate and efficient spam detection system using deep learning techniques.
T20-Cricket-Score-Predictor
In this project I have created an men's t20 internationals cricket score predictor considering various factors like batting team, bowling team, current score etc. and got an 99% r2 score on training and 98% r2 score on testing.
Transaction-failure-using-ml
In this project I Created a machine learning model to predict a transaction will fail or not.
Wine-Quality_Predictor
In this project I did lot of efforts because the dataset used was imbalanced that's why i couldn't find any ML algorithms that gave me good results, I tried different Sampling techniques, although nothing happened. Finally I build this project using ANN and got an 77% accuracy and also very good precision, recall and f1 score.
Debopam-Pritam2014's Repositories
Debopam-Pritam2014/Employee-Attrition-Prediction
In this project I did Complete EDA, and Build a ML model that can accurately predict whether an Employee will be leave a company or not based on different factors.
Debopam-Pritam2014/Heart-Disease-Prediction
In this project I have created an Heart Diseases predictive model that can accurately predicts whether a person has heart disease or not based on some medical data.
Debopam-Pritam2014/Spam-Detection-Using-RNN
This project uses Recurrent Neural Networks (RNNs) to classify SMS messages as spam or ham (legitimate). My goal is to develop an accurate and efficient spam detection system using deep learning techniques.
Debopam-Pritam2014/Transaction-failure-using-ml
In this project I Created a machine learning model to predict a transaction will fail or not.
Debopam-Pritam2014/Anemia-prediction
In this project I build an anemia prediction application using Machine Learning and got an significant accuracy, precision and recall score after hyperparameter tuning.
Debopam-Pritam2014/Bike-sharing-demand-prediction
Debopam-Pritam2014/Debopam-Pritam2014
Debopam-Pritam2014/End-to-End-Diabetes-Prediction-application
In this project I have created an end to end diabetes prediction application using streamlit.
Debopam-Pritam2014/Fake-News-Detection
In this project I have created a fake news classifier based on the news title and author and got an 99.46% accuracy.
Debopam-Pritam2014/House-Price-Detection
In this project I created a model for house price detection in India based on different factors.
Debopam-Pritam2014/sms-spam-classifier
In this project I build an end-to-end sms spam classifier and hosted it on Streamlit cloud.
Debopam-Pritam2014/T20-Cricket-Score-Predictor
In this project I have created an men's t20 internationals cricket score predictor considering various factors like batting team, bowling team, current score etc. and got an 99% r2 score on training and 98% r2 score on testing.
Debopam-Pritam2014/Wine-Quality_Predictor
In this project I did lot of efforts because the dataset used was imbalanced that's why i couldn't find any ML algorithms that gave me good results, I tried different Sampling techniques, although nothing happened. Finally I build this project using ANN and got an 77% accuracy and also very good precision, recall and f1 score.
Debopam-Pritam2014/book-recommendation
Debopam-Pritam2014/customer-churn
An end-to-end machine learning project predicting bank customer churn with a Gradient Boosting Classifier. It features a complete pipeline for data processing, model training, and real-time predictions via a Flask API. SMOTE is used for handling imbalanced data, and MLflow is integrated for model tracking.
Debopam-Pritam2014/End-to-End-MLOPS-with-MLflow
Debopam-Pritam2014/frontend-clone-project1-using-tailwindcss
In this I have taken a bootstrap website template and I try to build that using Tailwindcss.
Debopam-Pritam2014/Laptop-Price-Prediction
In this project I created a model for Laptop price prediction in USD based on different factors like screen_size, cpu cores,manufacturer etc.
Debopam-Pritam2014/medium-clone-using-tailwindcss
Debopam-Pritam2014/MLops-Template
Debopam-Pritam2014/prakashai
Debopam-Pritam2014/Public-Datasets
All the Dataset realted to machine learning, Deep learning, NLP and Data Science will be uploaded Here.
Debopam-Pritam2014/youtube-channel-recommendation
This project leverages natural language processing (NLP) and machine learning algorithms to analyze channel descriptions and suggest similar channels. Built using Python, Streamlit, scikit-learn, Git and Github.