Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. SUMMARY: This project aims to construct a predictive model using various machine learning algorithms and document the end-to-end steps using a template. The Company Bankruptcy Prediction dataset is a binary classification situation where we attempt to predict one of… Read More
Binary Classification Model for Company Bankruptcy Prediction Using XGBoost Take 2
Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. SUMMARY: This project aims to construct a predictive model using various machine learning algorithms and document the end-to-end steps using a template. The Company Bankruptcy Prediction dataset is a binary classification situation where we attempt to predict one of… Read More
Binary Classification Model for Company Bankruptcy Prediction Using Scikit-Learn Take 1
Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. SUMMARY: This project aims to construct a predictive model using various machine learning algorithms and document the end-to-end steps using a template. The Company Bankruptcy Prediction dataset is a binary classification situation where we attempt to predict one of… Read More
NLP Model for IMDB Movie Sentiment Using TensorFlow Take 2
Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. SUMMARY: This project aims to construct a text classification model using a neural network and document the end-to-end steps using a template. The IMDB Movie Sentiment dataset is a binary classification situation where we attempt to predict one of… Read More
Multi-Class Image Classification Deep Learning Model for Textile Defect Detection Using TensorFlow Take 3
Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. SUMMARY: This project aims to construct a predictive model using a TensorFlow convolutional neural network (CNN) and document the end-to-end steps using a template. The Textile Defect Detection dataset is a multi-class classification situation where we attempt to predict… Read More
Multi-Class Image Classification Deep Learning Model for Textile Defect Detection Using TensorFlow Take 2
Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. SUMMARY: This project aims to construct a predictive model using a TensorFlow convolutional neural network (CNN) and document the end-to-end steps using a template. The Textile Defect Detection dataset is a multi-class classification situation where we attempt to predict… Read More
NLP Model for IMDB Movie Sentiment Using TensorFlow Take 1
Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. SUMMARY: This project aims to construct a text classification model using a neural network and document the end-to-end steps using a template. The IMDB Movie Sentiment dataset is a binary classification situation where we attempt to predict one of… Read More
Multi-Class Image Classification Deep Learning Model for Textile Defect Detection Using TensorFlow Take 1
Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. SUMMARY: This project aims to construct a predictive model using a TensorFlow convolutional neural network (CNN) and document the end-to-end steps using a template. The Textile Defect Detection dataset is a multi-class classification situation where we attempt to predict… Read More
Binary-Class Image Classification Deep Learning Model for Malaria Parasite Detection Using TensorFlow Take 4
Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. SUMMARY: This project aims to construct a predictive model using a TensorFlow convolutional neural network (CNN) and document the end-to-end steps using a template. The Malaria Parasite Detection dataset is a binary-class classification situation where we attempt to predict… Read More
Binary-Class Image Classification Deep Learning Model for Malaria Parasite Detection Using TensorFlow Take 3
Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. SUMMARY: This project aims to construct a predictive model using a TensorFlow convolutional neural network (CNN) and document the end-to-end steps using a template. The Malaria Parasite Detection dataset is a binary-class classification situation where we attempt to predict… Read More
