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manaswi-vichare's Projects

basic-banking-app icon basic-banking-app

Creating a simple mobile banking app for transferring money from one user to another.

healthcare-chatbot icon healthcare-chatbot

Explore our Medical Test webpage, using ML for accurate illness predictions. Chat with our intuitive chatbot, describe symptoms, and get real-time predictions with illness probabilities. Stay proactive with insights into possible future symptoms. Your health, our priority!

prediction-using-decision-tree icon prediction-using-decision-tree

To create the Decision Tree classifier and visualize it graphically. The purpose is if we feed any new data to this classifier, it would be able to predict the right class accordingly.

toxic-comment-analysis-for-online-learning icon toxic-comment-analysis-for-online-learning

The models are used to classify the toxic comments as toxic, severely toxic, insult, threat, obscene, & identity hate. By data collection & preprocessing to classify toxic comments with the help of lemmatization, lexicon normalization, & TF-IDF algorithm, we train & test the models using ML algorithms & evaluate using ROC curves & hamming score.

weather-monitoring-system-using-esp8266 icon weather-monitoring-system-using-esp8266

This system basically monitors various parameters like heat index, soil moisture, temperature & humidity. Using IoT and respective sensors, the weather analysis is made available on the desktop through the website. The user will be able to access the updates through the website where he/she can view the information in the form of statistics.

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