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…3d ago3d ago
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
Çağla ÖztürkFrom Past to Present Artificial IntelligencePreviously, I talked about what artificial intelligence is and the importance of AI literacy. In this article, I will discuss the…Jun 15Jun 15
Çağla ÖztürkRandom Forest for Regression ProblemsRandom Forests is an Ensemble Learning Method proposed by Ho in 1998, and created by combining the Bagging method developed by Breiman in…Jun 131Jun 131
Çağla ÖztürkXGBoost: Extreme Gradient Boosting for Regression ProblemsXGBoost, which first appeared in the article “A Scalable Tree Boosting System” published by Tianqi Chen and Carlos Guestrin in 2016, is…Jun 8Jun 8
Çağla ÖztürkSupport Vector Machines with 3 Kernels for Regression ProblemsSupport Vector Machines, introduced by Vapnik in 1963, is a statistics-based Machine Learning method proposed for the solution of the…Jun 6Jun 6
Çağla ÖztürkVariable Selection and Model Building in Regression AnalysisOne of the most important problems of Regression Analysis is the selection of variables in the model. A set of independent variables is…May 31May 31