Glossary of Data Science and Data Analytics

What is Data Architecture?

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Data architecture is a set of rules, policies, standards, and models that govern and determine the type of data collected, and show how this data is used, stored, managed, and integrated within an enterprise and database systems. It offers a formal approach to creating and managing data flow and how data is processed across an enterprise's IT systems and applications.

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Data Lakehouse Nedir?

Data Lakehouse, veri ambarı (data warehouse) ile veri gölü (data lake) mimarilerinin avantajlarını birleştiren modern bir veri yönetim yaklaşımıdır. Bu yapı, hem yapılandırılmış hem de yapılandırılmamış verileri tek bir platformda işleme yeteneği sunarak, veri analitiği ve büyük veri işleme süreçlerini daha etkili hale getirir.

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Few-shot Learning Nedir?

Few-shot learning, makine öğrenimi modellerinin çok az sayıda örnekle eğitilerek etkili sonuçlar üretmesini sağlayan bir tekniktir. Geleneksel makine öğrenimi yöntemleri, başarıya ulaşmak için büyük miktarda veri gerektirirken, few-shot learning bu gereksinimi ortadan kaldırır ve az veriyle yüksek performans sağlar.

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GPT Nedir?

GPT (Generative Pre-trained Transformer), yapay zeka alanında özellikle doğal dil işleme (NLP) uygulamaları için geliştirilen bir modeldir.

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