String Similarity: Methods, Pros & Cons, and Choosing the Best ApproachIn many real-world applications like search engines, chatbots, spell checkers, and fraud detection, determining how similar two strings are…4d ago4d ago
KNN: Your Friendly Neighborhood Algorithm — A Guide to Its Simple Yet Powerful Magic!K-Nearest Neighbors (KNN) is one of the simplest yet effective machine learning algorithms. It’s intuitive, easy to understand, and…Jan 3Jan 3
Published inGoPenAIModel Evaluation Metrics in Machine Learning: A Beginner’s GuideIntroductionNov 28, 2024Nov 28, 2024
Published inGoPenAIUnderstanding Bayesian Algorithms: From Bayes’ Theorem to Naive BayesBayesian algorithms are a cornerstone of machine learning, data analysis, and statistical modeling. They are based on a fundamental…Nov 18, 2024Nov 18, 2024
Published inGoPenAIOnly blog you will need to understand Recurrent Neural Networks (RNNs): A Foundation for Sequence…IntroductionNov 11, 2024Nov 11, 2024
Published inGoPenAITackling Common Challenges in Fraud Detection: Practical Solutions for Effective ModelingFraud detection is one of the most challenging fields in data science, as fraudulent events are rare, diverse, and ever-evolving. Detecting…Oct 30, 2024Oct 30, 2024
An Intuitive Guide to Time Series: Understanding the Basics and ComponentsIn our daily lives, time often acts as a silent observer, recording patterns and events around us — whether it’s stock market prices…Oct 22, 2024Oct 22, 2024
Published inGoPenAIUnsupervised Fraud Detection Algorithms: Detecting the UnknownFraud detection has become one of the most critical challenges in many industries like banking, insurance, and e-commerce. While supervised…Oct 10, 2024Oct 10, 2024
