mandar196

Fake_News_Classifier_NLP

An End to End Machine Learning application for detecting fake news, built model using Passive aggressive classfier and integrated with Flask for web application and deployed in Heroku platform.

End-to-End-Data-Science-projects

Contains list of all End to End executed projects in Data Science from Model building-Web app using Flask-Deployment in Heroku platform.

Hate_Speech_Detection-NLP

Created Hate speech detection model using Count Vectorizer & XGBoost Classifier with an Accuracy upto 0.9471, which can be used to predict tweets which are hate or non-hate.

InstaBot

This is a chatbot built using NLTK & vectorized using TF-IDF and cosine similarity.

MedTest

MedTest is an End to End Machine Learning Application, which can be used for predicting various diseases such as Diabetes,Heart,Breast Cancer,Malaria,Pneumonia and also provides details about it Symptoms etc.

Covid19-prediction-using-CNN

Employee_Attrition-HR-Analytics

Predicting why employees are leaving organization & building a model to predict in future, who will leave the company.

mandar196

Hi 👋, Glad to see you here! Check out some of my repositories to learn more about me.

Movie_Recommendation_System

This is an End to End Machine Learning Application of recommendation system deployed it in Heroku platform.

Recruitment-prediction-system

Predicts the chances of an employee for getting recruited based on Qualification level,CGPA,Experience & Source-ID.

Plate-detection-counting

To detect & count number of plates picked up from table.

Customer_Segmentation

Mall Customer Segmentation using KMeans Clustering!

Depression_Detection_Tweets

Sentiment Analysis for Depression Detection using Social Media posts.

EDA-Application-using-Streamlite

An automated Exploratory Data Analysis Web Application (Streamlit), which creates complete EDA in seconds depending upon the sie of dataset!

Emojis

Employee-Salary-Prediction

Flight_Price_Prediction

flipr_hackathon

Handwritten_Digits_Classifier_CNN

This is a famous MNIST dataset used for hand written digits recognition, model is built using CNN and GUI is displayed using Tkinter.

mandar196.github.io

Check out my portfolio site, to know more about me!

NLP-Analyzer

NLP Automation Web application (Streamlit), which performs Named Entity Recognition,Sentiment Analysis,Text Summariation part.

OCR-Flask-Heroku

OCR_Text_from_Image

Predict_Salary_Using_MLR_DeploymentUsingHeroku

Pune-City-Home-Price-Prediction

Predicts home price in Pune city, complete Data science life cycle is followed in this project(Data collection,EDA,Feature engineering,Feature Selection,Model Building,Prediction).

pythonic-accountant

restro_sentiment_analysis

Spot-the-mask-challenge-ZindiWeekendz

Summary_Generator

An End to End ML Application, which generates summary for a given text/article, deployed in Heroku cloud platform.

Web_Scraping