Pinned Repositories
melody_starter
Melody Starter is a Music Generation project that focuses on composing melodies from given sequences of notes for smart instruments.
song_artist_prediction
The supervised machine learning, NLP project. A text classification task on song lyrics to predict the artist from a piece of text. The process involves web scraping by beautiful soup package and text vectorization with the bag of words method.
etl_pipeline
This project aims to build a Dockerized Data Pipeline that collects tweets, analyzes their sentiment, and publishes the best or worst sentiment
temperature_forecasting
This project is a timeseries project, focuses on creating a short-term temperature forecast. The goal is to develop a reliable model that accurately predicts the temperature based on historical data.
ml_vision
This project focuses on training Convolutional Neural Network (CNN) models specifically designed to accurately identify and classify images of two distinct animals: Pandas and Cats. The primary objective is to develop a robust machine learning model capable of recognizing these animals with high precision.
ml_recommender_system
This project aims to build a proof of concept web application that showcases different machine learning recommendation algorithms
bike_sharing
The supervised machine learning project, a regression task on the Capital Bike Share Kaggle dataset to predict demand for bicycle rentals based on time and weather.
docker-nginx-php-fpm
docker nginx + php-fpm with bunch of extra features
emlearn-micropython
Efficient Machine Learning engine for MicroPython
northwind_db_dashboard
This database project encompasses data loading, table organization, establishing connections, SQL querying, cloud database upload, and building an interactive online dashboard.
elendarn's Repositories
elendarn/emlearn-micropython
Efficient Machine Learning engine for MicroPython
elendarn/smart_irrigation_system
This innovative Arduino-based smart agriculture project aims to revolutionize home crop cultivation by integrating various functionalities.
elendarn/ml_recommender_system
This project aims to build a proof of concept web application that showcases different machine learning recommendation algorithms
elendarn/etl_pipeline
This project aims to build a Dockerized Data Pipeline that collects tweets, analyzes their sentiment, and publishes the best or worst sentiment
elendarn/temperature_forecasting
This project is a timeseries project, focuses on creating a short-term temperature forecast. The goal is to develop a reliable model that accurately predicts the temperature based on historical data.
elendarn/bike_sharing
The supervised machine learning project, a regression task on the Capital Bike Share Kaggle dataset to predict demand for bicycle rentals based on time and weather.
elendarn/northwind_db_dashboard
This database project encompasses data loading, table organization, establishing connections, SQL querying, cloud database upload, and building an interactive online dashboard.
elendarn/ml_vision
This project focuses on training Convolutional Neural Network (CNN) models specifically designed to accurately identify and classify images of two distinct animals: Pandas and Cats. The primary objective is to develop a robust machine learning model capable of recognizing these animals with high precision.
elendarn/melody_starter
Melody Starter is a Music Generation project that focuses on composing melodies from given sequences of notes for smart instruments.
elendarn/titanic_ml
The supervised machine learning project. Demonstration of detailed EDA, Pipelines and Modelling. Predictions are submitted to Kaggle contest.
elendarn/song_artist_prediction
The supervised machine learning, NLP project. A text classification task on song lyrics to predict the artist from a piece of text. The process involves web scraping by beautiful soup package and text vectorization with the bag of words method.
elendarn/supermarkov_chain
Code and data for my project on Markov Chain Monte Carlo (MCMC) simulations applied to analyze the behavior of different customer types and their impact on traffic and congestion levels in supermarkets. The project aims to provide insights into the dynamics of customer behavior and its implications for supermarket operations.
elendarn/docker-nginx-php-fpm
docker nginx + php-fpm with bunch of extra features