miladbehrooz Goto Github PK

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

dbt_repo

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

image_caption_generator

A Deep learning-based web application for captioning images developed using CNN-LSTM encoder-decoder model.

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.

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))

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.