PinnedAngela and Kezhan ShiinTowards Data ScienceOverview of Supervised Machine Learning AlgorithmsHow the big picture gives us insights and a better understanding of ML by connecting the dotsJan 18, 20226Jan 18, 20226
PinnedAngela and Kezhan ShiinTowards Data ScienceMachine Learning in Three Steps: How to Efficiently Learn ItPrioritizing the Essentials for Predictive Modeling without Overwhelming YourselfMar 3, 20233Mar 3, 20233
Angela and Kezhan ShiDeployment of Generative AI in EnterprisesGenerative AI is revolutionizing industries by providing innovative solutions for complex business needs. Companies are deploying AI…Jul 27Jul 27
Angela and Kezhan ShiThe Untaught Lesson About LabelEncoder in Scikit learnFrom Basics to Depth: The Evolution of Categorical Data RepresentationMar 3Mar 3
Angela and Kezhan ShiThe Untaught Lessons of Feature EngineeringNavigating the Nuances: A Deep Dive into Encoding and Missing Data Handling with Scikit-LearnFeb 23Feb 23
Angela and Kezhan ShiExploring Natural Language Processing with NLTKA Practical Guide to Tokenization, Regular Expressions, and Semantic Analysis for ESILV NLP Assignment 1Nov 14, 20231Nov 14, 20231
Angela and Kezhan ShiAnalyzing Movie Review Sentiments with Python, NLTK, and SentiWordNetIn the digital age, understanding public sentiment towards movies is of paramount importance to filmmakers, critics, and movie enthusiasts…Oct 23, 2023Oct 23, 2023
Angela and Kezhan ShiThe Analogy Between Cooking and Machine Learning: What’s Your Style?In the vast realm of Machine Learning and Data Science, there exists a fascinating analogy with the world of cooking. This analogy is based…Oct 22, 2023Oct 22, 2023
Angela and Kezhan ShiinPython in Plain EnglishUnderstanding K-Nearest Neighbors (KNN) Classification with VisualizationsK-Nearest Neighbors, or KNN, is a simple yet powerful machine learning algorithm used for classification and regression tasks. It falls…Oct 21, 20231Oct 21, 20231
Angela and Kezhan ShiinPython in Plain EnglishExploring Neural Networks with Streamlit: A Visual Learning ToolMachine learning, particularly neural networks, often seems like an enigmatic field filled with complex algorithms and intricate behaviors…Oct 21, 2023Oct 21, 2023