Oct 2, 2022ARIMA Method for Time Series ForecastingARIMA model for 10-year US bond yield rates — Introduction Upon analyzing inflation and its related components, I have come across much information regarding forecasting and the methods used for analyzing time-series data. One of the most traditional and effective methods of Time Series Forecasting is the ARIMA method. ARIMA — which is derived from ARMA, representing Auto-Regressive Moving Average…7 min read7 min read
May 13, 2022My Data Science Journey…So FarPart 2 of the five-part series: Humble Beginnings — Welcome Back! If you have not gotten a chance to take a look at Part 1, I suggest you go take a looksie, it will give some context to the article. This is an overview of the material that constituted much of the beginning program that I was enrolled in…Data Science7 min readData Science7 min read
Apr 12, 2022My Data Science Journey…So FarPart 1 of the five part series: The Introduction — This will be a 5-part writing as the first gives a little context to the journey, while the remainder of the series covers my learning and approaches. Introduction Allow me to first start off by saying thank you, to you the reader, for sharing with me your most valuable and limited…Data Science Journey9 min readData Science Journey9 min read
Apr 9, 2022NLP for Topic Modeling with a LDA TechniqueLatent Dirichlet Allocation derived from Gensim — Natural Language Processing Natural Language Processing has made significant strides over the years, and is more common in today’s applications due to increased computational power allowing for more dynamic models, and AI powered applications. In this article, we will demonstrate building a model for Topic Modeling and then applying a Latent Dirichlet Allocation…Topic Modeling6 min readTopic Modeling6 min read
Mar 10, 2020What Are The Top 5 States That Are Spending The Most Money?The economy, other than in times of war, is always one, if not the top concern of many, if not all adult Americans. Having a robust economy is essential for a particular way of life that many have become accustomed to. …2 min read2 min read
