Ashref MaizainTowards Data ScienceReinforcement Learning for Formula 1 Race StrategyUnderstand how Deep Q-Networks learn to decide pit stops like AlphaGo learns to play Go.·15 min read·Jun 24, 2020--4--4
Ashref MaizainRenault DigitalThe Importance of ML in the Car IndustryA few thoughts on a very exciting transformation.·6 min read·May 27, 2020----
Ashref MaizainDataDrivenInvestorBuild a Data Maturity Grid for your CompanyThe path towards data-driven decision making in 25 questions.·10 min read·Dec 18, 2019----
Ashref MaizainTowards Data ScienceThe Unknown Benefits of using a Soft-F1 Loss in Classification SystemsHow to not maintain a decision threshold and still optimize directly for what you care about!·14 min read·Dec 4, 2019--5--5
Ashref MaizainTowards Data ScienceMulti-Label Image Classification in TensorFlow 2.0Learn what it takes to predict the genre of a movie from its poster.·12 min read·Dec 4, 2019--4--4