Natural language processing (NLP) is becoming popular lately for it's potential to automate many tasks that require workers today, in addition to helping data scientists gather a better understanding of…
Motivation: Improve Image Quality for Quantification and Presentation I have worked extensively with image analysis problems on scientific image data. I always wondered how much the latest machine learning could…
Motivation Many data science and machine learning companies are looking for researchers who are capable of identifying the type of problem they face, then finding relevant journal articles in the…
Part 1: Checking the prerequisites In this example I will explain how to install Docker for GPU and a Docker container with TensorFlow on Ubuntu 20.04. This assumes you have…
Part 1: Setting up your first AWS instance Amazon Web Service and other cloud services such as Microsoft Azure have become popular lately because they allow companies to purchase computing…
Introduction Many people are interested in completing personal "passion projects," in engineering and data science to prove that they have a passion in their field. Most of those people don't…
1. Introduction - See the code here Intelligent property investors usually wish to make significant rental income on their investment in addition to property appreciation. Typically, a rental investor would…
1. Introduction - See the code here For residents of various localities who are interested in finding alternate income sources such as property or small business investments, a thorough…