PinnedWouter van Heeswijk, PhDinTowards Data ScienceIs “Small Data” The Next Big Thing In Data Science?The next decade will revolve around Data-Centric Artificial Intelligence, predicts AI pioneer Andrew Ng. We may not need million of noisy…Aug 1, 20224Aug 1, 20224
PinnedWouter van Heeswijk, PhDinTowards Data ScienceMass Layoffs in Tech — Is The AI Winter Coming?Facing economic headwind, tech giants like Amazon, Meta and Twitter cut thousands of jobs. What does that mean for the future of AI?Nov 19, 202211Nov 19, 202211
PinnedWouter van Heeswijk, PhDinTowards Data ScienceData Platforms — Liberate Data From Your Legacy SystemsThe potential of data analytics is often held back by ancient and diverse legacy system scattered across the company. However, data and…Oct 10, 2021Oct 10, 2021
Wouter van Heeswijk, PhDinCodeXUnwrapping the Power of Python: A Quick Guide to Wrappers and DecoratorsExtend or modify the behavior of your functions without altering source codeDec 25, 20231Dec 25, 20231
Wouter van Heeswijk, PhDinTowards Data ScienceA Marriage of Machine Learning and Optimization AlgorithmsHow pattern detection and pattern exploitation might elevate each other to a new levelDec 2, 20233Dec 2, 20233
Wouter van Heeswijk, PhDinTowards Data ScienceEntropy-Regularized Reinforcement Learning ExplainedLearn more reliable, robust, and transferable policies by adding entropy bonuses to your algorithmOct 26, 20231Oct 26, 20231
Wouter van Heeswijk, PhDinILLUMINATIONTen Lessons In Time Management — A Final Lecture From A Dying ProfessorAfter computer science professor Randy Pausch got diagnosed with a terminal form of cancer, he shared his wisdom on time management in a…Sep 21, 2023Sep 21, 2023
Wouter van Heeswijk, PhDinTowards Data ScienceFive Ways To Handle Large Action Spaces in Reinforcement LearningAction spaces, particularly in combinatorial optimization problems, may grow unwieldy in size. This article discusses five strategies to…Aug 18, 2023Aug 18, 2023
Wouter van Heeswijk, PhDinGeek CultureNailing DataCamp’s Data Scientist Professional CertificationPrepare yourself for the exams DS101, DS201 and the practical examMay 8, 20231May 8, 20231
Wouter van Heeswijk, PhDinTowards Data ScienceDeep Deterministic Policy Gradients (DDPG) ExplainedA gradient-based reinforcement learning algorithm to learn deterministic policies for continuous action spacesApr 5, 2023Apr 5, 2023