İlyurek Kılıç – Medium

İlyurek Kılıç

İlyurek Kılıç

CRISP-DM: A Comprehensive Guide to the Leading Data Mining Methodology

In today’s data-driven world, businesses and organizations increasingly rely on data mining to uncover valuable insights and make informed…

Aug 30

CRISP-DM: A Comprehensive Guide to the Leading Data Mining Methodology

Aug 30

İlyurek Kılıç

Optimizers: A Deep Dive into Gradient Descent, Adam, and Beyond

Optimizers are crucial in machine learning, helping models learn by adjusting the weights to minimize the loss function. Choosing the right…

Aug 12

Optimizers: A Deep Dive into Gradient Descent, Adam, and Beyond

Aug 12

İlyurek Kılıç

Understanding the Vanishing Gradient Problem and the Role of Activation Functions

Deep learning has revolutionized many fields, from computer vision to natural language processing. However, training deep neural networks…

Aug 9

Understanding the Vanishing Gradient Problem and the Role of Activation Functions

Aug 9

İlyurek Kılıç

Attention Mechanism and Positional Encoding in Neural Networks

In the rapidly evolving field of deep learning, attention mechanisms, and positional encoding have become crucial components in the…

Aug 1

Attention Mechanism and Positional Encoding in Neural Networks

Aug 1

İlyurek Kılıç

Pioneers of Computing: A Journey through the Minds Shaping Our Digital Future

In the vast landscape of technological advancement, certain names stand out as pillars upon which our digital world is built. From ancient…

Apr 14

Pioneers of Computing: A Journey through the Minds Shaping Our Digital Future

Apr 14

İlyurek Kılıç

The Incompatibility of the Central Limit Theorem with the Cauchy Distribution

The Central Limit Theorem (CLT) is a fundamental concept in statistics, providing a powerful tool for understanding the behavior of sample…

Feb 22

The Incompatibility of the Central Limit Theorem with the Cauchy Distribution

Feb 22

İlyurek Kılıç

Exploring the Core of Big Data: Hadoop’s Distributed File System (HDFS)

In the ever-expanding realm of big data, efficient storage, and retrieval of vast amounts of information form the cornerstone of successful…

Jan 21

Exploring the Core of Big Data: Hadoop’s Distributed File System (HDFS)

Jan 21

İlyurek Kılıç

#13 Let’s Prepare for the Machine Learning Interview: LLM’s

Large language models use transformer models and are trained using massive datasets — hence, large. This enables them to recognize…

Nov 21, 2023

#13 Let’s Prepare for the Machine Learning Interview: LLM’s

Nov 21, 2023

İlyurek Kılıç

#12 Let's Prepare for the Machine Learning Interview: K-Nearest Neighbors (KNN)

K-Nearest Neighbors (KNN) is a simple and widely used classification algorithm in machine learning. It is a supervised learning algorithm…

Nov 19, 2023

#12 Let's Prepare for the Machine Learning Interview: K-Nearest Neighbors (KNN)

Nov 19, 2023

İlyurek Kılıç

#11 Let's Prepare for the Machine Learning Interview: Ensemble Techniques:

Stacking, also known as stacked generalization, is an advanced ensemble technique in machine learning. It involves combining the…

Nov 17, 2023

#11 Let's Prepare for the Machine Learning Interview: Ensemble Techniques:

Nov 17, 2023

İlyurek Kılıç

İlyurek Kılıç

BSc Statistics | Data Enthusiast | Middle East Technical University | Software Engineer @INNOVA | https://www.linkedin.com/in/ilyurek/

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