by David Lowe

Binary-Class Tabular Model for Kaggle Tabular Playground 2022 August Using Python and XGBoost

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 2022 August dataset is a binary-class modeling situation where we attempt to predict… Read More

by David Lowe

Binary-Class Tabular Model for Kaggle Tabular Playground 2022 August Using Python and 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 2022 August dataset is a binary-class modeling situation where we attempt to predict… Read More

by David Lowe

Binary-Class Tabular Model for Kaggle Tabular Playground 2022 August Using Python and Scikit-Learn

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 2022 August dataset is a binary-class modeling situation where we attempt to predict… Read More

by David Lowe

Web Scraping of Machine Learning Mastery Articles Using Python and BeautifulSoup

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. Dr. Jason Brownlee’s Machine Learning Mastery hosts its tutorial lessons at https://machinelearningmastery.com/blog. The purpose of this exercise is to practice web scraping by gathering the blog entries from Machine… Read More

by David Lowe

Quantitative Finance Model using Donadio and Ghosh Learn Algorithmic Trading Chapter 4 Pairs Correlation Trading Example

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 Pairs Correlation Trading example… Read More

by David Lowe

Quantitative Finance Model using Donadio and Ghosh Learn Algorithmic Trading Chapter 4 Pairs Correlation Hypothetical Example

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 Pairs Correlation Hypothetical example… Read More

by David Lowe

Quantitative Finance Model using Donadio and Ghosh Learn Algorithmic Trading Chapter 4 Pairs Correlation Heatmap Example

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 Pairs Correlation Heatmap example… Read More

by David Lowe

Quantitative Finance Model using Donadio and Ghosh Learn Algorithmic Trading Chapter 4 Turtle Trading Example

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 Turtle Trading example found… Read More

by David Lowe

Quantitative Finance Model using Donadio and Ghosh Learn Algorithmic Trading Chapter 4 Naïve Momentum Example

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 Naïve Momentum example found… Read More

by David Lowe

Quantitative Finance Model using Donadio and Ghosh Learn Algorithmic Trading Chapter 4 Dual Moving Average Example

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 Dual Moving Average example… Read More