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 Disaster Tweets Classification dataset is a binary classification situation where we attempt to predict one of… Read More
Binary Image Classification Deep Learning Model for Yosemite Summer vs. Winter 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 Yosemite Summer vs. Winter dataset is a binary classification situation where we attempt to… Read More
Algorithmic Trading Model for Trend-Following with Holding Period Strategy Using Python Take 3
NOTE: This script is for learning purposes only and does not constitute a recommendation for buying or selling any stock mentioned in this script. SUMMARY: This project aims to construct and test an algorithmic trading model and document the end-to-end steps using a template. INTRODUCTION: This algorithmic trading model examines a simple trend-following strategy for… Read More
Binary Image Classification Deep Learning Model for Yosemite Summer vs. Winter 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 Yosemite Summer vs. Winter dataset is a binary classification situation where we attempt to… Read More
Binary Image Classification Deep Learning Model for Chest X-Ray Pneumonia Images Using TensorFlow Take 6
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 Chest X-Ray Pneumonia dataset is a binary classification situation where we attempt to predict… Read More
NLP Model for Sentiment Labelled Sentences Using TensorFlow Take 8
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 Sentiment Labelled Sentences dataset is a binary classification situation where we attempt to predict one of… Read More
Binary Image Classification Deep Learning Model for Chest X-Ray Pneumonia Images Using TensorFlow Take 5
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 Chest X-Ray Pneumonia dataset is a binary classification situation where we attempt to predict… Read More
Algorithmic Trading Model for Trend-Following with Holding Period Strategy Using Python Take 2
NOTE: This script is for learning purposes only and does not constitute a recommendation for buying or selling any stock mentioned in this script. SUMMARY: This project aims to construct and test an algorithmic trading model and document the end-to-end steps using a template. INTRODUCTION: This algorithmic trading model examines a simple trend-following strategy for… Read More
Binary Image Classification Deep Learning Model for Chest X-Ray Pneumonia Images 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 Chest X-Ray Pneumonia dataset is a binary classification situation where we attempt to predict… Read More
Binary Image Classification Deep Learning Model for Chest X-Ray Pneumonia Images 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 Chest X-Ray Pneumonia dataset is a binary classification situation where we attempt to predict… Read More
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