Welcome to our latest exploration into the dynamic world of artificial intelligence regulation! As AI continues to revolutionize our daily lives and business operations, understanding the legal landscape is crucial for everyone, from tech enthusiasts to industry leaders. Today, we’ll demystify two major regulatory frameworks shaping AI development and deployment: the EU AI Act and…
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Data Science & AI
Understanding Gradient Descent: A Key to Optimizing Machine Learning Models
In the realm of machine learning, the precision with which we can fine-tune the coefficients of our model’s variables is paramount. This blog post delves into one of the fundamental optimization methods used in machine learning: Gradient Descent. Our focus will be to unravel the logic behind this technique and explain why it’s so critical…
Basics of Recommendation Systems
The developments of today’s technologies, make recommendation systems become popular. Many e-commerce companies can offer products to their customers that they may like by using their recommendation systems. What are the recommendation systems? The recommendation systems are based on information filtering systems that aim to predict the amount of preference a user gives to an…
Python Numpy ve Pandas Kütüphaneleri (Veri Bilimi #1)
Veri Bilimi alanında birçok kaynağın olmasına karşın kendi öğrenimim üzerinde edindiğim tecrübelerden esinlenerek olabildiğince etkili ve sade bir yol haritasıyla bu yazıları oluşturmaya başlıyorum. İlkinde olduğumuz bu yazımda genel olarak Makine Öğrenmesi program akışı aşağıdaki şekilde olacaktır. Numpy ve Pandas Kütüphaneleri Keşifci Veri Analatiği Temel Lineer Cebir ve İstatistik Bilgisi Makine Öğrenmesine Giriş –…