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Categorical Lessons With Transcripts
Hindi Machine Learning Tutorial 6 - Dummy Variables & One Hot Encoding
Machine learning models work very well for dataset having only numbers. But how do we handle text information in dataset? Simple approach is to use in...
Hindi Machine Learning TutorialPandas (Python) tips and tricks | in Urdu/Hindi
#datascience #pandaspythontutorial #pandastricks -----------------------------------------------------------------------------------------------------...
Python tutorials for Beginners for Data Science | Python ka chilla on Codanics (in Urdu/Hindi)Train, Test and Split: This unforgivable mistake will cost your model's credibility
Welcome to the eighteenth video of the series "Build your First Machine Learning Project". This video is all about Train, Test and split your model. L...
Your First Machine Learning Project - Crash CourseFeature Scaling Techniques-Avoid this untraceable mistake at all costs
Welcome to the nineteenth video of the series "Build your First Machine Learning Project". In this we'll talk about Feature Scaling Techniques. Featur...
Your First Machine Learning Project - Crash CourseBayesian Target Encoding to boost model accuracy - Clearly Explained
Welcome to the eighteenth video of the series "Build your First Machine Learning Project". In this we'll see Bayesian Target Encoding. Bayesian Encodi...
Your First Machine Learning Project - Crash CourseUnderstanding Target Encoding for Categorical Features
Welcome to the seventeenth video of the series "Build your First Machine Learning Project". In this we'll see Target Encoding aka Mean Encoding. Targe...
Your First Machine Learning Project - Crash CourseFeature Encoding in ML: Beyond the Basics
Welcome to the sixteenth video of the series "Build your First Machine Learning Project". This is video is all about the Feature Encoding in Machine L...
Your First Machine Learning Project - Crash CourseIsolation Forest: A Tree based approach for Outlier Detection (Clearly Explained)
Welcome to the fifteenth video of the series "Build your First Machine Learning Project". In this, we'll see Isolation Forest Algorithm for outlier de...
Your First Machine Learning Project - Crash CourseUnderstanding Cooks Distance to detect influential observations
Welcome to the fourteenth video of the series "Build your First Machine Learning Project". In this, we'll see cook's distance for outlier detection. N...
Your First Machine Learning Project - Crash CourseWhy mahalanobis distance is incredibly powerful for outlier detection
Welcome to the thirteenth video of the series "Build your First Machine Learning Project". In this, we'll see how to detect Multi variate outliers wit...
Your First Machine Learning Project - Crash CourseHow to Detect Outliers with Z Score | Clearly Explained
Welcome to the twelfth video of the series "Build your First Machine Learning Project". In this, we'll see how to detecting outliers with Z Score. Not...
Your First Machine Learning Project - Crash CourseHow to Detect Outliers with IQR and Boxplot? | Code Walkthrough in Python
Welcome to the eleventh video of the series "Build your First Machine Learning Project". In this, we'll see how to detect outliers with IQR and Box Pl...
Your First Machine Learning Project - Crash CourseCategorical Key Concepts
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