Diabetes Prognosticator: Harnessing Machine Learning for Prediction
Created by Team Mammoth
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Skill level
All levels
02
Sections
3
03
Lectures
14
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Instructor
Team Mammoth
What's inside
This course includes.
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3
Sections
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14
Lectures
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14
Resources
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Certificate of completion
Included
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Mobile and desktop access
Included
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AI learning assistance
Included
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Course content
Curriculum & lectures.
+ 01 Regression Fundamentals - Theory Behind the Code 4 lectures
01 Regression Introduction
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02 What Is Regression
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03 What Is Linear Regression
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Source files
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+ 02 Build a K Nearest neighbors regression model to predict diabetes 5 lectures
00 Project Preview
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01 Load And Analyze Data
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01 What Is K Nearest Neighbours
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02 Build A K Nearest Neighbors Regression Model To Predict Diabetes
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+ 03 Build Regression Machine Learning Models to Detect Diabetes 5 lectures
03A What Is The Random Forest Classifier Model
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03B Build More Regression Models And Find The Best One
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04 Select Top Features Via Variance Threshold
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05 Visualize Linear Regression With Matplotlib Pyplot
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Source Files
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Instructors
Taught by people who ship.
Team Mammoth
Instructor
Produced by a team of Mammoth Club industry experts. Over 14 years, Mammoth Club has built a global student community in 190+ countries with 9+ million courses sold, releasing over 1,000+ courses and 5,000+ hours of video content.
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