Quantitative Finance Model using Donadio and Ghosh Learn Algorithmic Trading Chapter 3 OLS 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 Ordinary Least Squares (OLS)… Read More

Quantitative Finance Model using Donadio and Ghosh Learn Algorithmic Trading Chapter 2 Seasonality 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 seasonality example found in… Read More

Quantitative Finance Model using Donadio and Ghosh Learn Algorithmic Trading Chapter 2 STDEV & MOM 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 STDEV and MOM examples… Read More

Web Scraping of Haodoo Backup Using Python and BeautifulSoup Take 2

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

Quantitative Finance Model using Donadio and Ghosh Learn Algorithmic Trading Chapter 2 BBANDS & RSI Examples

Algorithmic Trading Model Template Using Python Version 1NOTE: 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… Read More

Quantitative Finance Model using Donadio and Ghosh Learn Algorithmic Trading Chapter 2 APO & MACD 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 APO and MACD examples… Read More

Quantitative Finance Model using Donadio and Ghosh Learn Algorithmic Trading Chapter 2 SMA & EMA 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 SMA and EMA examples… Read More

Quantitative Finance Model using Donadio and Ghosh Learn Algorithmic Trading Chapter 1 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

Binary-Class Image Classification Model for Pistachio Identification Using TensorFlow Take 5

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 Pistachio Identification dataset is a binary-class modeling situation where we attempt to predict one of two… Read More

Binary-Class Image Classification Model for Pistachio Identification Using TensorFlow Take 4

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 Pistachio Identification dataset is a binary-class modeling situation where we attempt to predict one of two… Read More