Baby Berry Reinforcement Learning Environment
Solving a custom made Reinforcement Learning problem using a variety of algorithms
Data Science Personal Projects
OOP
Q-learning
Baby Berry Reinforcement Learning Environment
Solving a custom made Reinforcement Learning problem using a variety of algorithms
SARSA
Baby Berry Reinforcement Learning Environment
Solving a custom made Reinforcement Learning problem using a variety of algorithms
competition
Melanoma Prediction Kaggle Contest - Part 3: Image Data
Predicting skin cancer melanoma with convolutional neural networks.
Melanoma Prediction Kaggle Contest - Part 2: Using Metadata
Predicting skin cancer melanoma from patient data with boosted decision trees.
Melanoma Prediction Kaggle Contest - Part 1: Contest and Exploration
Kaggle skin cancer melanoma contest introduced and the dataset explored.
computer vision
Melanoma Prediction Kaggle Contest - Part 3: Image Data
Predicting skin cancer melanoma with convolutional neural networks.
Melanoma Prediction Kaggle Contest - Part 1: Contest and Exploration
Kaggle skin cancer melanoma contest introduced and the dataset explored.
Filipino Food Classifier
Classifying Filipino food dishes from a single photo.
convolutional neural networks
Melanoma Prediction Kaggle Contest - Part 3: Image Data
Predicting skin cancer melanoma with convolutional neural networks.
deep learning
Filipino Food Classifier
Classifying Filipino food dishes from a single photo.
deep lerning
Melanoma Prediction Kaggle Contest - Part 1: Contest and Exploration
Kaggle skin cancer melanoma contest introduced and the dataset explored.
double-Q-learning
Baby Berry Reinforcement Learning Environment
Solving a custom made Reinforcement Learning problem using a variety of algorithms
fastai
Filipino Food Classifier
Classifying Filipino food dishes from a single photo.
gradient boosted trees
Melanoma Prediction Kaggle Contest - Part 2: Using Metadata
Predicting skin cancer melanoma from patient data with boosted decision trees.
kaggle
Melanoma Prediction Kaggle Contest - Part 3: Image Data
Predicting skin cancer melanoma with convolutional neural networks.
Melanoma Prediction Kaggle Contest - Part 2: Using Metadata
Predicting skin cancer melanoma from patient data with boosted decision trees.
Melanoma Prediction Kaggle Contest - Part 1: Contest and Exploration
Kaggle skin cancer melanoma contest introduced and the dataset explored.
machine learning
Used Car Purchase Helper - A Machine Learning Powered Application
A machine learning powered application to aid with the purchasing of a used car.
oversampling
Melanoma Prediction Kaggle Contest - Part 2: Using Metadata
Predicting skin cancer melanoma from patient data with boosted decision trees.
projects
Filipino Food Classifier
Classifying Filipino food dishes from a single photo.
Used Car Purchase Helper - A Machine Learning Powered Application
A machine learning powered application to aid with the purchasing of a used car.
regression
Used Car Purchase Helper - A Machine Learning Powered Application
A machine learning powered application to aid with the purchasing of a used car.
reinforcement learning
Baby Berry Reinforcement Learning Environment
Solving a custom made Reinforcement Learning problem using a variety of algorithms
smote
Melanoma Prediction Kaggle Contest - Part 2: Using Metadata
Predicting skin cancer melanoma from patient data with boosted decision trees.
transfer learning
Filipino Food Classifier
Classifying Filipino food dishes from a single photo.
xgboost
Melanoma Prediction Kaggle Contest - Part 2: Using Metadata
Predicting skin cancer melanoma from patient data with boosted decision trees.