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 dots·19 min read·Jan 18, 2022--6--6
PinnedAngela and Kezhan ShiinTowards Data ScienceMachine Learning in Three Steps: How to Efficiently Learn ItPrioritizing the Essentials for Predictive Modeling without Overwhelming Yourself·21 min read·Mar 3, 2023--3--3
Angela and Kezhan ShiThe Untaught Lesson About LabelEncoder in Scikit learnFrom Basics to Depth: The Evolution of Categorical Data Representation·6 min read·Mar 3, 2024----
Angela and Kezhan ShiThe Untaught Lessons of Feature EngineeringNavigating the Nuances: A Deep Dive into Encoding and Missing Data Handling with Scikit-Learn·9 min read·Feb 23, 2024----
Angela and Kezhan ShiExploring Natural Language Processing with NLTKA Practical Guide to Tokenization, Regular Expressions, and Semantic Analysis for ESILV NLP Assignment 1·5 min read·Nov 14, 2023--1--1
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…·5 min read·Oct 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…·3 min read·Oct 22, 2023----
Angela and Kezhan ShiUnderstanding 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…·4 min read·Oct 21, 2023--1--1
Angela and Kezhan ShiExploring 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…·6 min read·Oct 21, 2023----
Angela and Kezhan ShiVisualizing SVM with RBF Kernel: Unveiling the Impact of C and GammaHyperparameter Playground: Interactive Visualization with Streamlit·9 min read·Oct 21, 2023----