by David Lowe

Multi-Class Image Classification Model for Food 101 Identification 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 Belgium Traffic Sign dataset is a multi-class classification situation where we attempt to predict… Read More

by David Lowe

Multi-Class Image Classification Model for Food 101 Identification 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 Belgium Traffic Sign dataset is a multi-class classification situation where we attempt to predict… Read More

by David Lowe

Multi-Class Image Classification Model for Food 101 Identification 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 Belgium Traffic Sign dataset is a multi-class classification situation where we attempt to predict… Read More

by David Lowe

Multi-Class Image Classification Model for Food 101 Identification 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 Belgium Traffic Sign dataset is a multi-class classification situation where we attempt to predict… Read More

by David Lowe

Multi-Class Image Classification Model for Food 101 Identification 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 Belgium Traffic Sign dataset is a multi-class classification situation where we attempt to predict… Read More

by David Lowe

Web Scraping of Haodoo Backup Using Python and BeautifulSoup Take 1

SUMMARY: This project aims to practice web scraping by extracting specific pieces of information from a website. The web scraping Python code leverages the BeautifulSoup module. INTRODUCTION: Haodoo is a website that houses classic Chinese literature for its readers’ enjoyment. Haodoo in Chinese can be translated to “Good Reads” in English. It collects hard-to-find Chinese… Read More

by David Lowe

Algorithmic Trading Model with ML4T Chapter 3 Kalman Filter and Wavelet Examples

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 script aims to replicate the examples found in chapter… Read More

by David Lowe

Algorithmic Trading Model with ML4T Chapter 3 TA-Lib Alpha Generation Examples

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 script aims to replicate the examples found in chapter… Read More

by David Lowe

Algorithmic Trading Model with ML4T Chapter 3 Feature Engineering Examples

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 script aims to replicate the examples found in chapter… Read More

by David Lowe

Algorithmic Trading Model with ML4T Chapter 1 Processing Stooq Data Examples

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 script aims to replicate the examples found in chapter… Read More