by Ednalyn C. De Dios | Feb 27, 2023 | Data Science
Today, we’re going to foray into the world of Apple. I am a diabetic and wear a continuous glucose monitor, or CGM for short. It records my blood sugar every few minutes and communicates the results to my phone. Conveniently, I can share my data with my doctor, and...
by Ednalyn C. De Dios | Aug 10, 2022 | Data Science, NLP
A beginner’s guide to PyCaret’s natural language processing module I’ve said it before, and I’ll say it again, “the quicker we get from data to insights, the better off we will be.” PyCaret helps us with this. With a few lines of Python, it helps get us to insights a...
by Ednalyn C. De Dios | Aug 5, 2022 | Data Science
Project Overview A1. Research Question The research questions this project sought to answer is whether we can predict if a Texas public school district would perform well or do poorly on the STAAR test based on how they allocate or spend their budget with...
by Ednalyn C. De Dios | May 26, 2022 | Azure Machine Learning, Data Science
Predict credit card approval using jupyter notebook, sklearn, and Postman. A common misconception about doing data science or machine learning in the cloud is complexity and difficulty. While it is true that intimate knowledge of cloud technology and networking is...
by Ednalyn C. De Dios | Feb 21, 2022 | Data Science, Programming
A step-by-step guide on installing setting up VS Code, PowerShell, Python, Git, GitHub, and virtualenv. With pictures! One of the roadblocks of learning data science or any programming, in general, is setting up the development environment on the local machine. So...
by Ednalyn C. De Dios | Feb 21, 2022 | Data Engineering, Data Science
A step-by-step tutorial on getting started with Microsoft Visual Studio, MySQL, and the NCES Public School Characteristics dataset. A friend of mine asked me about the best way to start practicing SQL at home for free. My first instinct was to direct them to...
