Eye tracking is fraught with ethical and compliance impediments, societal benefits are broad. Understanding ocular data application in autonomous vehicles demands understanding cognitive applications that technology has. In this article, I will articulate fundamental pain-points and benefits that iris tracking brings. Artificial intelligence has created a plethora of new avenues…

Data analytics create great avenues for decision makers to visualise actionable insights and adopt appropriate strategies. Tableau being a top player in visual analytics has bridged the gap between excel and top-level analytics. Grrrrr! Why is it painstaking to work in Tableau? Portability: The platform is locked in, without the Tableau application you can not access/read the file. Once…

CES 2021 which wrapped up a few days ago presented exciting electric vehicle prototypes and production-level personal and commercial products. Plug-in electric vehicles allow for a much cleaner environment by negating green house gas emissions incurred during road use. It is worth knowing that vehicles have two emissions categories; direct…

This is the final part of the customer satisfaction series of articles. This article provides a walkthrough of the ETL processes involved in staging the data and experimentations with multiple machine learning models. Data Description The train dataset contains approximately 104k observations with 24 variables. Figure 1 below illustrates a…

Ridge regression pioneered by Andrey Tikhonov is a method of regularization of ill-posed problems. It is particularly handy in the mitigation of problems with multicollinearity in linear regression. This impediment occasionally occurs in models with a large number of features. …

The battle for micro processing supremacy has taken an advanced turn with the ARM-armed M1 chip. Is this enough to overturn the market share of the big player, Intel? How good is the new neural engine in processing consumer and business ML tasks? Apple’s Silicon chip means macOS, iOS and…

Understanding any underlying patterns within data is fundamental in creating actionable insights that have a data-driven bias. This sequel of the article will explore initial patterns created from data that was vaguely processed. Illustrating the causalities between services and satisfaction ideally presents a strong case to further establish customer’s perceived…

AI-enabled truck platooning will gradually increase with demands in industry 5.0, business and global green treaties. Before we get serious into this, I want you to think about how leaps in technology are brining us closer to science fiction (think about Night Rider and how modern Teslas are close to…

What are the main meteorological predictors that influence forest fires? How do human activities affect wildfires? This article will provide a synthesis of human activities, metrological predictors and conclude with how data mining is being applied in detecting and eventual prevention of forest fires. At the time of writing, California…