Khadija Saleem·Apr 29, 2025Handling Categorical Variables in Linear RegressionLinear regression is a foundational algorithm used to model relationships between a dependent variable and one or more independent…
Sinem Atak·Mar 3, 2025Conjoint Analysis ProjectWe’ll explore a fascinating dataset from Lobster Land, a theme park, covering their operations from Memorial Day to Labor Day 2023. It was…
Ogochukwu Stanley Ikegbo·Nov 28, 2024What is One-Hot Encoding and How to Use Pandas get_dummies Function?In data science and machine learning, categorical variables often need to be converted into numerical format for models to process them…
Yes I can I am a Mom·Aug 15, 2024Dummy Variables effect on performance of your AI Algorithm!When I started my course on “AI for Leaders” with MC Combs University Texas I has no idea it would have so many Statistics concepts. Math's…A response icon1A response icon1
Kaviya Arunagiri·Jun 15, 2024Categorical Variables and One Hot Encoding.Today, let’s discuss Categorical variables and how we convert them using dummy variables and One Hot Encoding.
Yesh Damania·May 31, 2024Mastering Categorical Data: Techniques for Numerical ConversionConverting categorical values to numerical formats is a crucial preprocessing step in data analysis and machine learning. This process…
Satejraste·May 31, 2024Outsmart the Dummy Variable Trap: Tips to Beat Multicollinearity in Your ModelsWith the rise of ensemble models, the assumptions of parametric models are often overlooked. This makes sense when these advanced…
RamTacenda·Feb 18, 2024Three must know Encoding Techniques that Will Make You a Machine Learning Pro!A Comprehensive understanding of categorical data and three handling techniques that you must know as a beginner to Machine learning
