Çağla ÖztürkRe-Sampling Methods in Imbalanced DatasetIn my previous article, I provided a detailed discussion on Ensemble Methods in Imbalanced Datasets. In this article, I have included the…Sep 6Sep 6
Çağla ÖztürkData Scientists’ Career Roadmap in the AI EcosystemI’ve created two Data Scientist roadmaps based on the most frequently asked questions I receive. The first one is more entry-level, aimed…Aug 26Aug 26
Çağla ÖztürkData Scientists’ Career RoadMap (Beginners)I’ve created two Data Scientist roadmaps based on the most frequently asked questions I receive from students. The first one is for those…Aug 26Aug 26
Çağla ÖztürkEnsemble Imbalanced Learning Algorithms with Imbens LibraryThese days, I’ve been working on a project at the company where I’m trying to handle imbalanced datasets. In my efforts, I’ve tried many…Aug 12Aug 12
Çağla ÖztürkNews from World Economic Forum: The Rise of Remote WorkAs the world excitedly advances with technological innovations, the negative developments can sometimes increase our sense of hopelessness…Aug 8Aug 8
Çağla ÖztürkWe Are in the Age of Soft SkillsIn recent years, many innovations have entered our lives. They have broadened our perspective and increased our awareness. It has finally…Aug 7Aug 7
Çağla ÖztürkinGoPenAIRetrieval Methods in Retrieval-Augmented GenerationLarge Language Models (LLMs) like ChatGPT are trained on general internet data available at the time of their training. They can answer…Jul 30Jul 30
Çağla ÖztürkRAG: Retrieval-Augmented GenerationGenerative AI is fundamentally built on interactions with Large Language Models (LLMs). These models have a broad range of capabilities…Jul 29Jul 29
Çağla ÖztürkPrompt Engineering or Artist?Many popular concepts and professions have entered my life with Generative Artificial Intelligence. We can say that Prompt Engineering is…Jul 26Jul 26