Vishal DiwaseEncoding Categorical Data in Machine Learning: A Detailed Guide Using the Titanic DatasetIn machine learning, we often encounter datasets with categorical data. Categorical data includes variables that contain label values…4d ago
Samy BaladraminTowards Data ScienceEncoding Categorical Data, Explained: A Visual Guide with Code Example for BeginnersSix ways of matchmaking categories and numbersSep 25
Krishnakanth Naik JarapalainAI SkunksCategorical Data Encoding TechniquesIntroduction:Mar 13, 20233Mar 13, 20233
Valerie CareyinTowards Data ScienceVisualizing Stochastic Regularization for Entity EmbeddingsA glimpse into how neural networks perceive categoricals and their hierarchiesAug 61Aug 61
Vishal DiwaseEncoding Categorical Data in Machine Learning: A Detailed Guide Using the Titanic DatasetIn machine learning, we often encounter datasets with categorical data. Categorical data includes variables that contain label values…4d ago
Samy BaladraminTowards Data ScienceEncoding Categorical Data, Explained: A Visual Guide with Code Example for BeginnersSix ways of matchmaking categories and numbersSep 25
Valerie CareyinTowards Data ScienceVisualizing Stochastic Regularization for Entity EmbeddingsA glimpse into how neural networks perceive categoricals and their hierarchiesAug 61
Aicha BokbotinTowards Data Science4 ways to encode categorical features with high cardinalityWe explore 4 methods to encode categorical variables with high cardinality: target encoding, count encoding, feature hashing and embedding.Jun 26, 2023
Sampath Kumar LamThis blog explores the diverse nature of data and its underlying structures.Data can be broadly categorized into two main types based on its characteristics and how it’s measured:Aug 7
Valerie CareyinTowards Data ScienceData Disruptions to Elevate Entity EmbeddingsInjecting random values during neural network training can help you get more from your categoricalsJun 4