Paul HiemstrainTowards Data ScienceYour AI Model Is Not ObjectiveWhere we explore the subjectiveness in AI models and why you should careJun 284Jun 284
Paul HiemstrainBetter ProgrammingWhy Julia is Beautiful, But I Probably Will Not Switch From PythonWhere the sheer momentum of Python makes it hard for me to justify switching to JuliaMar 20, 20238Mar 20, 20238
Paul HiemstrainTowards Data ScienceStrength in Numbers: Why Does a Gradient Boosting Machine Work So Well?Where we learn why solving complex problems using simple basis functions is such a powerful conceptDec 8, 20222Dec 8, 20222
Paul HiemstrainTowards Data ScienceDoes my new central heating boiler help with these crazy high gas prices?Where we use linear regression with interactions to benchmark the performance of my new central heating boiler in an energy crisisSep 26, 2022Sep 26, 2022
Paul HiemstrainTowards Data ScienceDeep learning and linear regression are a lot more related than you might thinkThe opportunity and cost of the ability of neural networks to solve any problemMar 21, 2022Mar 21, 2022
Paul HiemstrainTowards Data ScienceWhere is the population center of the world?Where we find a circle on the globe where 50 percent of people live inside the circleJan 10, 20222Jan 10, 20222
Paul HiemstrainTowards Data ScienceYou probably do not need that for loopHow a declarative mindset will help you write much better data science codeDec 27, 20213Dec 27, 20213
Paul HiemstrainTowards Data ScienceIntuitions are extremely helpful in learning data scienceAnd where I rave for a bit about Deep Learning with Python by Francois CholletSep 25, 2021Sep 25, 2021
Paul HiemstrainTowards Data ScienceStructure Your Data Science Projects by Continuously Telling StoriesWhere we try to plan the inherently hard-to-planSep 15, 20211Sep 15, 20211
