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 Kaggle Tabular Playground October 2021 dataset is a binary classification situation where we attempt to predict… Read More
Binary Classification Model for Kaggle Tabular Playground Series 2021 October Using Scikit-learn
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 predictive model using various machine learning algorithms and document the end-to-end steps using a template. The Kaggle Tabular Playground October 2021 dataset is a binary classification situation where we attempt to… Read More
Binary Classification Model for Kaggle Tabular Playground Series 2021 March Using TensorFlow Decision Forests
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 Kaggle Tabular Playground Mar 2021 dataset is a binary classification situation where we attempt to predict… Read More
Multi-Class Model for Kaggle Tabular Playground Series 2021 May Using TensorFlow Decision Forests
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 Kaggle Tabular Playground May 2021 dataset is a multi-class modeling situation where we attempt to predict… Read More
Multi-Class Model for Kaggle Tabular Playground Series 2021 June Using TensorFlow Decision Forests
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 Kaggle Tabular Playground June 2021 dataset is a multi-class modeling situation where we attempt to predict… Read More
Regression Model for Kaggle Tabular Playground Series 2021 August Using TensorFlow Decision Forests
Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. SUMMARY: The project aims to construct a predictive model using various machine learning algorithms and document the end-to-end steps using a template. The Kaggle Tabular Playground Series Aug 2021 dataset is a regression situation where we are trying to… Read More
Binary Classification Model for Kaggle Tabular Playground Series 2021 September Using TensorFlow Decision Forests
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 Kaggle Tabular Playground September 2021 dataset is a binary classification situation where we attempt to predict… Read More
Image Object Detection Model for Random Sample Images Using TensorFlow Take 5
Template Credit: Adapted from an Object Detection tutorial on TensorFlow.org. Additional Notes: I adapted this workflow from the TensorFlow Object Detection tutorial on TensorFlow.org (https://www.tensorflow.org/hub/tutorials/object_detection). I plan to build a script for building future projects using object detection models. SUMMARY: This project aims to construct an object detection model using the TensorFlow-based neural network and… Read More
Image Object Detection Model for Random Sample Images Using TensorFlow Take 4
Template Credit: Adapted from an Object Detection tutorial on TensorFlow.org. Additional Notes: I adapted this workflow from the TensorFlow Object Detection tutorial on TensorFlow.org (https://www.tensorflow.org/hub/tutorials/object_detection). I plan to build a script for building future projects using object detection models. SUMMARY: This project aims to construct an object detection model using the TensorFlow-based neural network and… Read More
Image Object Detection Model for Random Sample Images Using TensorFlow Take 3
Template Credit: Adapted from an Object Detection tutorial on TensorFlow.org. Additional Notes: I adapted this workflow from the TensorFlow Object Detection tutorial on TensorFlow.org (https://www.tensorflow.org/hub/tutorials/object_detection). I plan to build a script for building future projects using object detection models. SUMMARY: This project aims to construct an object detection model using the TensorFlow-based neural network and… Read More
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