Mitesh Puthran's repositories
Speech-Emotion-Analyzer
The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)
Image-Caption-Generator
The LSTM model generates captions for the input images after extracting features from pre-trained VGG-16 model. (Computer Vision, NLP, Deep Learning, Python)
Shopping-Cart-Spring-MVC-Hibernate-Application
A shopping cart spring-mvc application with hibernate. Application sends user email confirmation on registration and it also gives user to generate their final bill as a PDF with PDF-View.
Document_Classification
Python code for classification of documents into different classes using machine learning
Food-Wastage-Management
Food Wastage Management: Providing a simpler means of collecting the leftover food from restaurants and distributing the same to those in need
Medical-Record-Analysis-Predictions
Built different models to predict the risk for Prudential Life Insurance to its possible applicants based on their medical history
IMDB_Score_Prediction
Predicting the IMDB scores of movies based on various meta-data available for analysis
NYC-Vehicle-Collision-Analysis
Used vehicle collision data from NYC Open Data to analyse various factors for collisions, identifying the vehicle type involved in the crashes and using weather dataset to identify how snowfall and precipitation had caused increase in collisons
Prudential-Life-Insurance-Assessment
Built different models to predict the risk for Prudential Life Insurance to its possible applicants based on their medical history
Reuters_2012-17_News_Headline_Analysis
Topic-Modelling Reuters news headlines to find topic clusters for the past 7 years using LDA and t-SNE
stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning
Analysis-using-Python
Analysis using Natural Language Toolkit(NLTK), Numpy, Pandas and Matplotlib
DeepLearningProject
An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.
IMDB-Database-Modelling-and-Analysis
Modeled sample movie database(IMDB) using Toad Data Modeler, implemented various queries, triggers and stored procedure in MS-SQL, Oracle, Hive and generated Tableau reports for the same
machine_learning_examples
A collection of machine learning examples and tutorials.
movie_rating_prediction
Predict movie's IMDB rating
Facebook-Messenger-Bot
Facebook chatbot that I trained to talk like me using Seq2Seq
MessengerChatbot
The idea behind creating the chatbot is to build a self sustainable program that can be used to interact and take decisions on its own without the human interference. This application will try minimize the waiting time and emotional interference while dealing with certain situations.
ethereum_future
This is the Code for "Ethereum Future Prices" by Siraj Raval on Youtube