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 Bondora P2P Lending dataset is a binary classification situation where we attempt to predict one of… Read More
Data Validation for Bondora P2P Lending Using Python and TensorFlow Data Validation
SUMMARY: The project aims to construct a data validation flow using TensorFlow Data Validation (TFDV) and document the end-to-end steps using a template. The Bondora P2P Lending dataset is a binary classification situation where we attempt to predict one of the two possible outcomes. INTRODUCTION: The Kaggle dataset owner retrieved this dataset from Bondora, a… Read More
Multi-Class Image Classification Deep Learning Model for Kaggle UT Zappos50K Shoe Dataset 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 Kaggle UT Zappos50K Shoe dataset is a multi-class classification situation where we attempt to… Read More
Multi-Class Image Classification Deep Learning Model for Kaggle UT Zappos50K Shoe Dataset 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 Kaggle UT Zappos50K Shoe dataset is a multi-class classification situation where we attempt to… Read More
Multi-Class Image Classification Deep Learning Model for Kaggle UT Zappos50K Shoe Dataset 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 Kaggle UT Zappos50K Shoe dataset is a multi-class classification situation where we attempt to… Read More
Multi-Class Image Classification Deep Learning Model for Kaggle UT Zappos50K Shoe Dataset 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 Kaggle UT Zappos50K Shoe dataset is a multi-class classification situation where we attempt to… Read More
Multi-Class Image Classification Deep Learning Model for Kaggle UT Zappos50K Shoe Dataset 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 Kaggle UT Zappos50K Shoe dataset is a multi-class classification situation where we attempt to… Read More
Multi-Class Image Classification Deep Learning Model for ASL Alphabet 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 ASL Alphabet Images dataset is a multi-class classification situation where we attempt to predict… Read More
Multi-Class Image Classification Deep Learning Model for ASL Alphabet 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 ASL Alphabet Images dataset is a multi-class classification situation where we attempt to predict… Read More
Multi-Class Image Classification Deep Learning Model for ASL Alphabet 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 ASL Alphabet Images dataset is a multi-class classification situation where we attempt to predict… Read More
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