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Diabetes Prognosticator: Harnessing Machine Learning for Prediction
Mammoth Interactive Courses Introduction
Preface
00 About Mammoth Interactive (1:12)
01 How To Learn Online Effectively (13:46)
Source Files
Regression Fundamentals - Theory Behind the Code
01. Regression Introduction (8:58)
02. What Is Regression (19:55)
03. What Is Linear Regression (5:03)
Source files
Build a K Nearest neighbors regression model to predict diabetes
01. Project Preview (2:14)
02. Load And Analyze Data (8:25)
03. What Is K Nearest Neighbours (8:07)
04. Build A K Nearest Neighbors Regression Model To Predict Diabetes (10:24)
Source files
Build Regression Machine Learning Models to Detect Diabetes
01. What Is The Random Forest Classifier Model (5:42)
02. Build More Regression Models And Find The Best One (4:08)
03. Select Top Features Via Variance Threshold (12:42)
04. Visualize Linear Regression With Matplotlib Pyplot (6:14)
Source Files
02. Build More Regression Models And Find The Best One
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