Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. SUMMARY: The purpose of this project is to construct a predictive model using various machine learning algorithms and to document the end-to-end steps using a template. The “Cats and Dogs” dataset is a binary classification situation where we are… Read More
Binary Classification Deep Learning Model for Cats and Dogs Using Keras Take 2
Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. SUMMARY: The purpose of this project is to construct a predictive model using various machine learning algorithms and to document the end-to-end steps using a template. The “Cats and Dogs” dataset is a binary classification situation where we are… Read More
Binary Classification Deep Learning Model for Cats and Dogs Using Keras Take 1
Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. SUMMARY: The purpose of this project is to construct a predictive model using various machine learning algorithms and to document the end-to-end steps using a template. The “Cats and Dogs” dataset is a binary classification situation where we are… Read More
Multi-Class Deep Learning Model for CIFAR-10 Object Recognition Using Keras Take 8
Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. SUMMARY: The purpose of this project is to construct a predictive model using various machine learning algorithms and to document the end-to-end steps using a template. The CIFAR-10 dataset is a multi-class classification situation where we are trying to… Read More
Python Deep Learning Templates v5 for Classification and Regression
As I work on practicing and solving machine learning (ML) problems, I find myself repeating a set of steps and activities repeatedly. Thanks to Dr. Jason Brownlee’s suggestions on creating a machine learning template, I have pulled together a project template that can be used to support modeling classification and regression problems using Python and… Read More
Multi-Class Deep Learning Model for CIFAR-10 Object Recognition Using Keras Take 7
Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. SUMMARY: The purpose of this project is to construct a predictive model using various machine learning algorithms and to document the end-to-end steps using a template. The CIFAR-10 dataset is a multi-class classification situation where we are trying to… Read More
Multi-Class Deep Learning Model for CIFAR-10 Object Recognition Using Keras Take 6
Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. SUMMARY: The purpose of this project is to construct a predictive model using various machine learning algorithms and to document the end-to-end steps using a template. The CIFAR-10 dataset is a multi-class classification situation where we are trying to… Read More
Multi-Class Deep Learning Model for CIFAR-10 Object Recognition Using Keras Take 5
Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. SUMMARY: The purpose of this project is to construct a predictive model using various machine learning algorithms and to document the end-to-end steps using a template. The CIFAR-10 dataset is a multi-class classification situation where we are trying to… Read More
Multi-Class Deep Learning Model for CIFAR-10 Object Recognition Using Keras Take 4
Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. SUMMARY: The purpose of this project is to construct a predictive model using various machine learning algorithms and to document the end-to-end steps using a template. The CIFAR-10 dataset is a multi-class classification situation where we are trying to… Read More
Multi-Class Deep Learning Model for CIFAR-10 Object Recognition Using Keras Take 3
Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. SUMMARY: The purpose of this project is to construct a predictive model using various machine learning algorithms and to document the end-to-end steps using a template. The CIFAR-10 dataset is a multi-class classification situation where we are trying to… Read More
