Benoit DescampsinRustle up Your LeetCode SkillsRustle up Your LeetCode Skills [1/N]: Maximum Depth of Binary TreeRust, the internet’s latest dearest, was developed by Mozilla Research, and first released in 2010. Rust is a modern systems programming…4 min read·Jul 19, 2023----
Benoit DescampsHow did Pfizer arrive to the claim of 90% COVID-19 vaccine efficiency?We have been seeing various claims of highly effective COVID-19 vaccines in the news recently. What is vaccine efficacy? How are the…·5 min read·Nov 14, 2020----
Benoit DescampsinTowards Data ScienceScaling up with Distributed Tensorflow on SparkAs you may have experienced in the past, or probably will at some point, running out of memory is a very common issue in Data Science.5 min read·Oct 29, 2018----
Benoit DescampsinMachine Learning RamblingI.o.T Project: Thermal Camera’s and Reinforcement Learning for more Eco-Friendly Houses (Part I)In this series, I take you on my journey through various I.o.T. projects. First, I start with some theory in the first part, and slowly go…6 min read·Jun 15, 2018--1--1
Benoit DescampsinMachine Learning RamblingThe Use Case Treasure-Trove (Part I): Reducing Administration Costs with AI-driven Record LinkageYes, Data Science is exciting, Yes, Hacking is fun, but which Use Cases are valuable and have an impact on your business?4 min read·May 13, 2018----
Benoit DescampsinTowards Data ScienceTuning Hyperparameters (part II): Random Search on SparkIn this part II of this series, I am continuing my take on hyperparameters optimisations strategies, this time I want to have a closer look…4 min read·May 11, 2018--1--1
Benoit DescampsinTowards Data ScienceTuning Hyperparameters (part I): SuccessiveHalvingIn this series, I want to discuss some hyperparameters optimisation techniques, their advantages/weaknesses, etc… I am currently not…5 min read·May 8, 2018----
Benoit DescampsinTowards Data ScienceBuilding a Soft Decision Tree in TensorFlowIntroduction6 min read·Apr 3, 2018--2--2
Benoit DescampsinTowards Data ScienceRegression prediction intervals with XGBOOST7 min read·Apr 25, 2017--21--21