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 Flower Photos dataset is a multi-class classification situation where we attempt to predict one… Read More

# Algorithmic Trading Model for Trend-Following with Moving Averages Crossover Strategy Using Python Take 1

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

# Multi-Class Image Classification Deep Learning Model for Flower Photos 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 Flower Photos dataset is a multi-class classification situation where we attempt to predict one… Read More

# Multi-Class Image Classification Deep Learning Model for Flower Photos 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 Flower Photos dataset is a multi-class classification situation where we attempt to predict one… Read More

# NLP Model for Disaster Tweets Classification 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 Disaster Tweets Classification dataset is a binary classification situation where we attempt to predict one of… Read More

# Multi-Class Image Classification Deep Learning Model for Flower Photos Using TensorFlow Take 1

# Algorithmic Trading Model for Trend-Following with Holding Period Strategy Using Python Take 4

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 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 Yosemite Summer vs. Winter dataset is a binary classification situation where we attempt to… Read More

# Binary Image Classification Deep Learning Model for Yosemite Summer vs. Winter 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 Yosemite Summer vs. Winter dataset is a binary classification situation where we attempt to… Read More

# NLP Model for Disaster Tweets Classification 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 Disaster Tweets Classification dataset is a binary classification situation where we attempt to predict one of… Read More