Leo8216

An-Analysis-of-PCA-and-Autoencoder-Generated-Factors-in-Predicting-SP500-Returns

Abstract: The S&P500 is difficult to predict. Multi-factor models provide a useful framework for making returns predictions and for controlling portfolio risk. This paper explores a three-step process in predicting PCA and Autoencoders factors to generate multi-factor models from the S&P500 component securities.

big-data-mapreduce-course

Big Data, MapReduce, Spark, PySpark @ Santa Clara University, Winter 2019

deploying-machine-learning-models

Example Repo for the Udemy Course "Deployment of Machine Learning Models"

Exploratory-Analysis-Austin-Animal-Center-Shelter

Exploratory analysis of Austin Animal Center Shelter dataset using python 3.6. The Austin Animal Center is the largest no-kill animal shelter in the United States that provides care and shelter to over 18,000 animals each year. The time frame for all visualizations is from 2013 Q4 to 2018 Q1.

Get-Out-Hide-Out-Take-Out

Exploration of Gun Violence in the USA

Neural-Style-Transfer-using-ResNet50-with-tf.keras-

testing-and-monitoring-ml-deployments

Example project for the course "Testing & Monitoring Machine Learning Model Deployments"

Leo8216/An-Analysis-of-PCA-and-Autoencoder-Generated-Factors-in-Predicting-SP500-Returns

Abstract: The S&P500 is difficult to predict. Multi-factor models provide a useful framework for making returns predictions and for controlling portfolio risk. This paper explores a three-step process in predicting PCA and Autoencoders factors to generate multi-factor models from the S&P500 component securities.

Leo8216/Neural-Style-Transfer-using-ResNet50-with-tf.keras-

Leo8216/Exploratory-Analysis-Austin-Animal-Center-Shelter

Exploratory analysis of Austin Animal Center Shelter dataset using python 3.6. The Austin Animal Center is the largest no-kill animal shelter in the United States that provides care and shelter to over 18,000 animals each year. The time frame for all visualizations is from 2013 Q4 to 2018 Q1.

Leo8216/big-data-mapreduce-course

Big Data, MapReduce, Spark, PySpark @ Santa Clara University, Winter 2019

Leo8216/deploying-machine-learning-models

Example Repo for the Udemy Course "Deployment of Machine Learning Models"

Leo8216/Get-Out-Hide-Out-Take-Out

Exploration of Gun Violence in the USA

Leo8216/testing-and-monitoring-ml-deployments

Example project for the course "Testing & Monitoring Machine Learning Model Deployments"