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Name: Rohit Murakonda
Type: User
Rohit Murakonda's Projects
boston_housing
In this project, I built an optimal model based on statistical analysis to predict the value of houses using the Boston Housing dataset.
chatgpt-for-genetics
Coding Challenge for Weave Bio
cnn_lstm_seq2seq
CNN LSTM Seq2Seq Model for Abstractive Text Summarization
customer_segments
In this project, I used unsupervised learning to use data from a wholesale distributor to see if any similarities exist between customers and how to best segment the customers into distinct categories.
dog-breed-classifier
I build a CNN that can classify the breed of dog detected from any input image.
face_generation
I built a GAN that can generate realistic images of fake people.
finding_donors
In this project, I used supervised learning to build an algorithm to best identify potential donors for CharityML while reducing overhead cost of sending letters.
ieee-fraud-detection
Carried out fraud detection on the IEEE Fraud Detection Dataset from Kaggle
image_classifier_webapp
This is just a small project where I built a simple image classifier as a web application as a way to learn Tensorflow.js
mnist_classification
Comparative analysis of the performance of various deep learning algorithms on the MNIST dataset
optimal-location-for-opening-a-restaurant
Used the Foursquare API and Toronto Census data to cluster neighborhoods and determine optimal location to open an Indian Restaurant
rl_independent_study
Assignments for my independent study course on Reinforcement Learning (RL)
sentiment_analysis
Comparative Analysis of Different Architectures for Sentiment Analysis
stock_prediction_with_regression
In this model, I tested different regression models on Bio-Techne (TECH) stock data to predict closing price of the next day.
svm
Application of SVM algorithm to MNIST-13 dataset
tv-script-generation
I built an RNN that can generate TV scripts for The Simpsons based on previous scripts.
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