PinnedAndreas StöffelbauerinData Science at MicrosoftHow Large Language Models WorkFrom zero to ChatGPT25 min read·Oct 24, 2023--20--20
Andreas StöffelbauerinTowards Data ScienceFrom Linear Algebra to Deep Learning in 7 Books (Winter 2024 Update)Seven of my Favourite Machine Learning Books12 min read·Nov 17, 2023--7--7
Andreas StöffelbauerinData Science at MicrosoftCausal inference using synthetic controlsHow to estimate causal effects using Machine Learning instead of A/B testing14 min read·Apr 11, 2023--2--2
Andreas StöffelbauerinTowards Data ScienceIntro to DeepMind’s Reinforcement Learning Framework “Acme”How to Implement RL Agents with Acme7 min read·Jun 20, 2021--2--2
Andreas StöffelbauerinTowards Data ScienceIntellectual Property Rights for Data ScientistsIP Law 101, so to say9 min read·Sep 9, 2020--1--1
Andreas StöffelbauerinTowards Data ScienceTensorFlow vs PyTorch for Deep LearningHere’s what coding Deep Neural Networks in TensorFlow and PyTorch looks like7 min read·Feb 2, 2020--2--2
Andreas StöffelbauerinTowards Data ScienceGeneralization, Regularization, Overfitting, Bias and Variance in Machine LearningHow these five Terms define the “Learning” in Machine Learning6 min read·Dec 26, 2019--1--1
Andreas StöffelbauerinTowards Data ScienceLinear Algebra to Deep Learning in 5 BooksMy Favorite Books for Learning Machine Learning4 min read·Nov 29, 2019----
