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Harnessing Machine Learning for Heart Disease Predictive Insights
Mammoth Interactive Course Introduction
Preface
00 About Mammoth Interactive (1:12)
01 How To Learn Online Effectively (13:46)
Source Files
Prepare heart disease data for machine learning
Load Data Via Data File (11:11)
Clean And Preprocess Heart Disease Data For Machine Learning (11:44)
Process Heart Disease Data For Machine Learning (8:39)
Source Files
Predict heart disease with machine learning
What Is Stochastic Gradient Descent (11:28)
Build A Linear Classifier With Stochastic Gradient Descent (8:05)
What Is Ada Boost (5:48)
Build An Ada Boost Classifier (7:17)
Build A K Nearest Neighbors Machine Learning Model (8:03)
Source Files
Build An Ada Boost Classifier
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