Hilaloztemel·Jun 22, 2025Bias-Variance Trade-offMakine öğrenmesinde model başarısını değerlendirirken sık sık karşımıza çıkan kavramlardan biri de bias-variance trade-off yani…
Hilaloztemel·Jan 19, 2025Sequential ChainsA Sequential Chain is a sequence of steps or tasks executed in a linear order. Each step typically uses the output of the previous step as…
Hilaloztemel·Jan 18, 2025Working with Llama 3 : Tuning inference parametersWe will explore how to tune the parameters that control inference in llama-cpp-python.
Hilaloztemel·Jan 11, 2025Cloud service modelsWe’ll talk about the different cloud service models.In cloud computing, IaaS provides fundamental resources such as servers, storage, and…
Hilaloztemel·Jan 10, 2025Handling images with PyTorchDigital images are made up of pixels (short for picture elements). A pixel is the smallest unit of an image, representing a single point…
Hilaloztemel·Jan 9, 2025Optimizers, training, and evaluation in PytorchTraining a machine learning model involves a sequence of well-defined steps, iterated over multiple cycles (epochs). In PyTorch, the…
Hilaloztemel·Jan 9, 2025PyTorch and object-oriented programmingThe PyTorch community extensively uses object-oriented programming (OOP) to define objects with greater flexibility.We will use object…
Hilaloztemel·Oct 23, 2024Design Patterns : SOLIDDesign Patterns: Yazılım tasarımında sık karşılaşılan sorunları çözmek için kullanılan tekrarlanabilir çözümler olarak tanımlanabilir…
Hilaloztemel·Oct 21, 2024Python’da OOP : OverridingPython’da metot ezme (overriding), nesne yönelimli programlamada (OOP) yaygın olarak kullanılan bir özelliktir. Metot ezme, alt sınıfın…
