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…2d ago2d ago
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…6d ago6d ago
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
Çağla ÖztürkThe Impact of AI: Transforming Industries and Shaping the FutureAs a data scientist, I work on both machine learning and generative artificial intelligence. Under these two domains, I can say that…Jul 15Jul 15
Çağla ÖztürkBasic Concepts of ANN: Artificial Neural NetworkUnderstanding the basic concepts involved in any subject is critical in the process of gaining knowledge about that subject. Knowing not…Jul 7Jul 7
Çağla ÖztürkArtificial Intelligence & Generative Artificial IntelligenceIn these days when we can’t keep up with the speed of Artificial Intelligence, we are now talking about General AI, which can think and act…Jun 26Jun 26
Çağla ÖztürkK-Nearest Neighbor(KNN) Algorithm for Regression ProblemsThe K-Nearest Neighbors Algorithm was first introduced by Fix and Hodges in 1951 as a nonparametric method for use in pattern (model)…Jun 20Jun 20
