Mehmet Alican NoyaninTowards Data ScienceUncovering bias in the PlantVillage datasetA critical evaluation of the most famous plant disease detection dataset.4 min read·Jun 16, 2022--2--2
Mehmet Alican NoyaninTowards Data ScienceMachine learning pitfallsYour ML project is as strong as its weakest link.10 min read·Oct 29, 2020----
Mehmet Alican NoyaninTowards Data ScienceMachine learning models for physics and engineeringHow and why can machine learning help us build better models for physics and engineering.4 min read·Jun 23, 2020----
Mehmet Alican NoyaninTowards Data SciencePhysics-guided Neural Networks (PGNNs)Data + Physics = The Ultimate Algorithm6 min read·Dec 10, 2018--11--11
Mehmet Alican NoyaninTowards Data ScienceAI Insights for Human IntelligenceIn a sense, artificial intelligence is the simulation of human intelligence. It would be a huge waste if we don’t make use of its results.8 min read·Oct 20, 2018--6--6
Mehmet Alican NoyaninTowards Data SciencePlato, Aristotle and Machine LearningWhat does a 2000 year old philosophical discussion got to do with machine learning?5 min read·Oct 9, 2018--3--3