PinnedGiovanni BrunerinTowards Data ScienceWhy do models fail to go live in production?Last month I was asked to give a Conference talk on the subject of Data Science models so often failing to go live in production. After…Dec 13, 2020Dec 13, 2020
Giovanni BrunerEurope AI Act is catching up on Generative AIThe AI Act draft was approved by EU Parliament. Similarly to GDPR it’s a piece of legislation everyone dealing with AI should be aware of. Jul 7, 2023Jul 7, 2023
Giovanni BrunerinThe New Climate.66,000 Golden Gate Bridges in The AirThat’s how many gigatonnes of CO2 we emit. The latest IPCC assessment leaves no room for hesitation: humanity is at a turning point.Apr 17, 20234Apr 17, 20234
Giovanni BrunerinThe New Climate.Detecting Polluting Industries with Machine LearningSatellite imagery analysis and neural networks could offer a viable and efficient solution, as shown by researchers from the University of…Apr 11, 20233Apr 11, 20233
Giovanni BrunerData Scientist with Seniority is not the same as Senior Data ScientistSkills and Experience don’t automatically translate into Seniority. Which has more to do with behavior and attitude.Mar 30, 2023Mar 30, 2023
Giovanni BrunerinTowards Data ScienceChat GPT3 — Handle With CareBehind the Hype — Understanding what Chat GPT3 can do and what it cannot do, is critical to make the most of the technology. A recent…Mar 13, 20231Mar 13, 20231
Giovanni BrunerinTowards Data ScienceDeconfounding like a pro with DoWhyCausal Analysis helps you solve many key decision-making problems. Many open-source frameworks come to the rescue, DoWhy from Microsoft is…Jun 2, 20221Jun 2, 20221
Giovanni BrunerinTowards Data ScienceA Gentle Intro to Causality in a Business SettingUnderstanding correlation won’t help you with decision making and initiatives measurement in a business setting. A solid grasp of causality…May 28, 20221May 28, 20221
Giovanni BrunerinTowards Data ScienceMl-Driven Marketing Campaigns TargetsCreating ml-driven targets for marketing campaigns is a hard and often poorly understood practice.May 15, 20211May 15, 20211
Giovanni BrunerinTowards Data ScienceNo, Artificial Intelligence doesn’t exist (yet)Much of what is pictured as A.I. is just Statistics and advanced Machine Learning.Dec 28, 20202Dec 28, 20202