Milad Behrooz's repositories
Image_Caption_Generator
A Deep learning-based web application for captioning images developed using CNN-LSTM encoder-decoder model.
Bike_Rental_Prediction
Prediction of demand for bike rentals using different machine learning regression models with the scikit-learn
Classification_Titanic_Data
Prediction of survival on the Titanic dataset using several classification models with the scikit-learn and deploy the best model as a REST API using FastAPI
CNN_Object_Classifier
Apply CNNs to classify four different objects. CNN from scratch and pertained MobileNet CNN optimized with transfer learning
Dockerized_Data_Pipeline
A data pipeline with Docker to perform Sentiment Analysis on tweets and post it on a slack channel via a bot
Gapminder_Data_Analysis
Analyzing and Visualizing Gapminder Dataset Using Bokeh, Pandas, and Seaborn
Milad_Behrooz
My Data Science Portfolio
Movie_Recommender
A movie recommender web application that uses unsupervised learning methods to suggest movies based on user input.
Supermarket_Simulation
Simulation of customer behavior in a supermarket with the Markov Chain Model
Timeseries_Analysis_Temperature
Performing step-by-step time series analysis of temperature data using the Trend Seasonal model, AR model, and ARIMA model.
NLP_Lyrics
Implementation of different NLP techniques using web scraped lyrics
PSQL_Dashboard_AWS
Creating a Metabase Dashboard on top of a PostgreSQL database that runs on the AWS (RDS/EC2))