İlyurek KılıçPioneers of Computing: A Journey through the Minds Shaping Our Digital FutureIn the vast landscape of technological advancement, certain names stand out as pillars upon which our digital world is built. From ancient…Apr 14Apr 14
İlyurek KılıçThe Incompatibility of the Central Limit Theorem with the Cauchy DistributionThe Central Limit Theorem (CLT) is a fundamental concept in statistics, providing a powerful tool for understanding the behavior of sample…Feb 22Feb 22
İlyurek KılıçExploring 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 21Jan 21
İlyurek Kılıç#13 Let’s Prepare for the Machine Learning Interview: LLM’sLarge language models use transformer models and are trained using massive datasets — hence, large. This enables them to recognize…Nov 21, 2023Nov 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, 2023Nov 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, 2023Nov 17, 2023
İlyurek Kılıç#10 Let’s Prepare for the Machine Learning Interview: Naive Bayes ClassifierThe Naive Bayes classifier is a simple and probabilistic machine learning algorithm used for classification tasks, particularly in text…Nov 13, 2023Nov 13, 2023
İlyurek Kılıç#9 Let’s Prepare for the Machine Learning Interview: Ensemble MethodsEnsemble methods are machine learning techniques that combine the predictions of multiple base models (usually called “weak learners” or…Nov 12, 2023Nov 12, 2023
İlyurek Kılıç#8 Let’s Prepare for the Machine Learning Interview: Bias-Variance TradeoffThe bias-variance tradeoff is a fundamental concept in machine learning and statistics that deals with the balance between two types of…Nov 11, 2023Nov 11, 2023
İlyurek Kılıç#7 Let’s Prepare for the Machine Learning Interview: Random ForestRandom Forest is an ensemble learning technique in machine learning that is used for both classification and regression tasks. It is built…Nov 10, 2023Nov 10, 2023
