PinnedEkin TiuinTowards Data ScienceUnderstanding Latent Space in Machine LearningLearn a fundamental, yet often ‘hidden,’ concept of deep learning·9 min read·Feb 4, 2020--33--33
Ekin TiuinTowards Data ScienceUnderstanding Zero-Shot Learning — Making ML More HumanAn intuitive overview of how a model can recognize what it hasn’t seen.·10 min read·Jun 23, 2021--4--4
Ekin TiuinTowards Data ScienceUnderstanding Contrastive LearningLearn how to learn without labels.·8 min read·Jan 7, 2021--7--7
Ekin TiuinTowards Data ScienceThe ‘Ingredients’ of Machine Learning AlgorithmsThe components that most machine learning algorithms have in common.·8 min read·Nov 10, 2019--1--1
Ekin TiuinTowards Data Science5 Essential Resources to Jump-Start Your Machine Learning Adventures5 resources that high-key carried me as a beginner.6 min read·Aug 15, 2019--1--1
Ekin TiuinTowards Data ScienceMetrics to Evaluate your Semantic Segmentation ModelHow do you know your segmentation model performs well? Find out here.·7 min read·Aug 10, 2019--9--9