Naren SanthanamMachine learning in the wildLearning and applying machine learning can be completely different things. When we learn machine learning, we get to know about the…Jul 23, 2020Jul 23, 2020
Naren SanthanaminTowards Data ScienceExplain your machine learning with feature importanceAttributing your predictions to the most important input variablesOct 11, 20192Oct 11, 20192
Naren SanthanaminTowards Data SciencePlotly Experiments — Column and Line PlotsA deep dive into column and line plots using PlotlyMar 13, 2019Mar 13, 2019
Naren SanthanaminTowards Data SciencePlotly Experiments — ScatterplotsA deep dive into scatterplots using PlotlyMar 13, 20191Mar 13, 20191
Naren SanthanaminTowards Data ScienceA “full-stack” data science projectEncompassing all stages of a data science workflow from data collection to model trainingMar 6, 20199Mar 6, 20199
Naren SanthanamReplicating a Google Finance portfolio on Google SheetsI used to be a heavy user of Google Finance, especially the portfolio feature. I had stocks bought through Robinhood, Stash and eTrade, and…Jul 17, 20181Jul 17, 20181
Naren SanthanamData science in 2017 — Part IIIIn my earlier posts, we saw the demographics and work profiles of data professionals. Let us now see what is actually required for getting…Dec 23, 2017Dec 23, 2017
Naren SanthanamData science in 2017 — Part IIIn my earlier post, we saw the demographics of data professionals. We saw that they are a relatively young breed, mostly male, with good…Dec 23, 2017Dec 23, 2017
Naren SanthanamData science in 2017 — Part IKaggle is the most popular platform for data scientists to connect, learn, find and explore data, and compete in machine learning…Dec 22, 2017Dec 22, 2017
Naren SanthanamMinimum Viable Product (MVP) for the enterpriseI recently led the development of a minimum viable product (MVP) in an enterprise environment. The objective was to prove the feasibility…Oct 23, 2017Oct 23, 2017