When I search the internet for an answer, I usually get a list of websites as search results. I have to visit multiple websites and spend time finding the information I need. But that has changed dramatically. Today, AI can understand my question and provide the most relevant answer within seconds. How does this happen? What powers these intelligent systems? Key Takeaways How AI impacts many of our daily activities. We often use AI-powered technologies without even knowing i

The Sepsis dataset (https://physionet.org/content/challenge-2019/1.0.0/) contains data for 40,336 patients, with hourly ICU readings of vital signs, lab values and clinical observations. When working on identifying KPIs, gathering insights and establishing correlations between the biomarkers, I did not pay much attention to the types of aggregations that should have been used i.e., average, minimum and maximum. At the beginning of the analysis, I had assumed that calculating