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 compares a simple trend-following strategy with… Read More

# Multi-Class Image Classification Deep Learning Model for Large Scale Fish Images 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 Large Scale Fish Images dataset is a multi-class classification situation where we attempt to… Read More

# Multi-Class Image Classification Deep Learning Model for Large Scale Fish Images 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 Large Scale Fish Images dataset is a multi-class classification situation where we attempt to… Read More

# Algorithmic Trading Model for Mean-Reversion with RSI Exit Signal for a Group of Stocks 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 compares a simple mean-reversion strategy with… Read More

# Binary Classification Image Classification Deep Learning Model for PlantaeK Jammu Kashmir Leaf 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 PlantaeK Jammu Kashmir Leaf dataset is a binary classification situation where we attempt to… Read More

# Algorithmic Trading Model for Mean-Reversion with RSI Exit Signal for an Individual Stock 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 compares a simple mean-reversion strategy with… Read More

# Binary Classification Image Classification Deep Learning Model for PlantaeK Jammu Kashmir Leaf 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 PlantaeK Jammu Kashmir Leaf dataset is a binary classification situation where we attempt to… Read More

# Binary Classification Image Classification Deep Learning Model for PlantaeK Jammu Kashmir Leaf 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 PlantaeK Jammu Kashmir Leaf dataset is a binary classification situation where we attempt to… Read More

# Algorithmic Trading Model for Mean-Reversion vs. Trend-Following Strategy for a Group of Stocks 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 compares a simple mean-reversion and trend-following… Read More

# Multi-Class Model for Kaggle Tabular Playground Series 2021 June Using Python and TensorFlow

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

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