PinnedOrhan G. YalçınA Guide to My Content on Artificial IntelligenceThe guide to help you navigate around my content with ease.Oct 25, 20202Oct 25, 20202
PinnedOrhan G. YalçıninTowards Data ScienceImage Classification in 10 Minutes with MNIST DatasetAug 19, 201823Aug 19, 201823
Orhan G. YalçıninTowards Data ScienceInterpretable Machine Learning in 10 Minutes with RuleFit and Scikit LearnExtracting meaningful rule combinations from a trained machine learning model with RuleFit| Explainable Artificial IntelligenceJun 24, 20211Jun 24, 20211
Orhan G. YalçıninTowards Data ScienceBlack-box and White-Box Models towards Explainable AIGenerating explanations from black-box models using model properties, local logical representations, and global logical representationsJun 23, 2021Jun 23, 2021
Orhan G. YalçıninTowards Data ScienceSymbolic vs. Subsymbolic AI Paradigms for AI ExplainabilityThe Subsymbolic AI paradigm has taken over the world by storm since the 80s. But, the rise of Explainable AI may resurrect Symbolic AI…Jun 21, 2021Jun 21, 2021
Orhan G. YalçıninTowards Data Science4 Technical Duh! Lessons I Learned from My Latest Data Science ProjectWith a touch of soft skill revelations…Mar 14, 2021Mar 14, 2021
Orhan G. YalçıninTowards Data ScienceTop 5 Layers You Can Always Come Across in Any Convolutional Neural NetworkA Brief Introduction to Convolutional Neural Network Architecture and the Most Common LayersFeb 25, 2021Feb 25, 2021
Orhan G. YalçıninTowards Data ScienceThe Brief History of Convolutional Neural NetworksDiscover the history of one of the most popular deep learning models used for almost every computer vision tasksFeb 24, 2021Feb 24, 2021
Orhan G. YalçıninTowards Data ScienceAn Overview of Pandas Series in 5 MinutesMastering one of the most popular Python data structures for data scientistsFeb 4, 2021Feb 4, 2021
Orhan G. YalçıninTowards Data ScienceTensorFlow and VGG19 Can Help You Convert Your Photos into Beautiful Pop Art PiecesNeural Style Transfer based on Andy Warhol’s Monroe Diptych with pre-trained computer vision network VGG19, transfer learning, and…Jan 31, 20212Jan 31, 20212