Pinned Repositories
100719_assessment4
Batteries-RL-optimization
Operation optimization of electric batteries via reinforcement learning
Churn-prediction
Predicting customer churn rate using various models
ElectricityPricePrediction
This is the final project following my time at Flatirons Data Science bootcamp. It uses Neural Networks (and other machine learning methods) to predict the day ahead electricity price, and modelled a basic battery function to extract value
energy-py
Reinforcement learning for energy systems
expected_pass
A model to analyse the performance of soccer players
flatiron-mod_4
footballpredictions
Side project to predict the outcome of football matches
mod_5_project
Modelling credit card defaults
nba_simulation
Contains code to simulate NBA games design player lines
Carterbouley's Repositories
Carterbouley/ElectricityPricePrediction
This is the final project following my time at Flatirons Data Science bootcamp. It uses Neural Networks (and other machine learning methods) to predict the day ahead electricity price, and modelled a basic battery function to extract value
Carterbouley/expected_pass
A model to analyse the performance of soccer players
Carterbouley/nba_simulation
Contains code to simulate NBA games design player lines
Carterbouley/Batteries-RL-optimization
Operation optimization of electric batteries via reinforcement learning
Carterbouley/energy-py
Reinforcement learning for energy systems
Carterbouley/footballpredictions
Side project to predict the outcome of football matches
Carterbouley/100719_assessment4
Carterbouley/Churn-prediction
Predicting customer churn rate using various models
Carterbouley/flatiron-mod_4
Carterbouley/mod_5_project
Modelling credit card defaults
Carterbouley/A-B-testing
Carterbouley/BatteryAgent
Reinforcement learning approach to battery dispatch
Carterbouley/Cars
Car image classifier and recommendation system
Carterbouley/coronavirus
A exploration into the WHO coronavirus data, with end goal of modelling countries infection rate
Carterbouley/deploying-machine-learning-models
Example Repo for the Udemy Course "Deployment of Machine Learning Models"
Carterbouley/django3-password-generator
Carterbouley/dsc-data-cleaning-project-london-ds-100719
Carterbouley/dsc-introduction-section-intro-london-ds-100719
Carterbouley/dsc-learn-lessons-london-ds-100719
Carterbouley/dsc-pivot-tables-pandas-lab-london-ds-100719
Carterbouley/energy-py-linear
Optimizing energy systems using mixed integer linear programming
Carterbouley/football-predictor
Using a Deep Neural Network (DNN) to predict the results of Premier League Football Matches
Carterbouley/git_practice
Carterbouley/handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
Carterbouley/kmeans
An overview of KMeans clustering for a blog post
Carterbouley/london-ds-100719
Carterbouley/london-ds-100719-M2-project-template
SQL, API and MongoDB project
Carterbouley/london-ds-100720
Carterbouley/mod_3_project
Hypothesis testing around economic performance under president Trump
Carterbouley/python-variables-lab-data-science-intro-000