enriquespr Goto Github PK

approaching_ml_problems

bicycle_rental_company

We will be using a dataset containing information from a bicycle rental company called capital bikeshare which is located in Washington D.C. The aim is to develop a model that can predict bicycle usage at a given day

board_games_eda_project

An EDA project in which a board game database is analysed to investigate what factors drive sales

covid_eda_project

In this notebook I focus on analysing Covid data in an effort to better understand how this virus is spreading around the world.

data_analyst_job_scraping

Scrapping data analyst positions from indeed.com

drug_discovery_project

A computational drug discovery project, in which bioinformatic and machine learning tools are used to identify possible molecular targets and drug chemical features to treat prostate cancer

enrique_portfolio

A summary of my interests and experience in data science

enrique_portfolio_web

flower_image_classifier

Training a CNN model capable of classifying 5 types of flowers with over 98% accuracy by using transfer learning and data augmentation

gene_expression_analyses

A research project in which I analyze the relactionship between synonymous codon usage bias and gene transcription levels in Arabidopsis Thaliana

genetic_code_seq_problems

house_pricing_madrid

In this project we will use supervised learning to predict the house prices in Madrid

house_renting_madrid

In this project we will use supervised learning to predict the rental prices in Madrid (Spain)

hybridsn

A keras based implementation of Hybrid-Spectral-Net as in IEEE GRSL paper "HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification".

leaf-image-segmentation

Leaf Image Segmentation

mushroom_classifier

The goal in this project is to train a CNN to classify pictures of mushrooms from around 1000 different species

mushroom_classifier_app

This app was built to classify pictures of mushrooms.

prediction_salary_project

Repo for salary prediction

red_wine_quality

Supervised Multi-classification ML problem -> Predicting wine quality

rural_rent

EDA of rural rental prices in different areas of Spain

second_hand_cars_project

An end-to-end project in which I scraped , prepared, analysed the data and trained a model to predict second hard prices cars in Spain.

streamlit-demo

Build an interactive web app with streamlit and scikit-learn

tennis_match_predictor

The goal of this project was to create an algorithm using supervised machine learning to predict the outcome of tennis matches

tensorflow-deep-learning

All course materials for the Zero to Mastery Deep Learning with TensorFlow course.