by David Lowe

Binary Image Classification Deep Learning Model for Casting Quality Inspection 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 Casting Quality Inspection dataset is a binary classification situation where we attempt to predict… Read More

by David Lowe

Algorithmic Trading Model for Moving Average Crossover Momentum Strategy with Volume Indicator Using Python

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 series of exponential and… Read More

by David Lowe

Binary Image Classification Deep Learning Model for Casting Quality Inspection 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 Casting Quality Inspection dataset is a binary classification situation where we attempt to predict… Read More

by David Lowe

Multi-Class Image Classification Model for Colorectal Cancer Histology 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 predictive model using a TensorFlow convolutional neural network (CNN) and document the end-to-end steps using a template. The Colorectal Cancer Histology dataset is a multi-class classification situation where we attempt to predict… Read More

by David Lowe

NLP Model for Movie Review Sentiment Analysis Using TensorFlow Take 3

Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. [https://machinelearningmastery.com/] 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 Movie Review Sentiment Analysis dataset is a binary classification situation where we attempt to predict… Read More

by David Lowe

Multi-Class Image Classification Model for Colorectal Cancer Histology Using TensorFlow Take 7

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 Colorectal Cancer Histology dataset is a multi-class classification situation where we attempt to predict… Read More

by David Lowe

Algorithmic Trading Model for Naïve Momentum Strategy with Grid Search Using Python

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. We will test trading models with the naïve momentum strategy. INTRODUCTION:… Read More

by David Lowe

Multi-Class Image Classification Model for Colorectal Cancer Histology 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 Colorectal Cancer Histology dataset is a multi-class classification situation where we attempt to predict… Read More

by David Lowe

Multi-Class Image Classification Model for Colorectal Cancer Histology 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 Colorectal Cancer Histology dataset is a multi-class classification situation where we attempt to predict… Read More

by David Lowe

NLP Model for Movie Review Sentiment Analysis 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 Movie Review Sentiment Analysis dataset is a binary classification situation where we attempt to predict one… Read More