Python AI for Healthcare - Predictive Modeling and Disease Detection
Created by John Bura
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Skill level
All levels
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Sections
13
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Lectures
56
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Instructor
John Bura
What's inside
This course includes.
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13
Sections
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56
Lectures
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56
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 3 lectures
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+ 02 Build a K Nearest neighbors regression model to predict diabetes 4 lectures
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+ 03 Build Regression Machine Learning Models to Detect Diabetes 4 lectures
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+ 04 Data analysis and transformation on blood cell data 6 lectures
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+ 05 Cluster blood cells based on fluorescent intensities 4 lectures
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+ 06 Preprocess a malignant vs benign cancer mass dataset 3 lectures
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+ 07 Build an SVM model to classify malignant vs benign cancer mass 6 lectures
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+ 08 Build a logistic regression model to classify malignant vs benign cancer mass 2 lectures
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+ 09 Improve model accuracy with tuning methods 8 lectures
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+ 10 Prepare heart disease data for machine learning 3 lectures
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+ 11 Predict heart disease with machine learning 5 lectures
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+ 12 Deep learning and neural networks introduction 2 lectures
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+ 13 Build a neural network to find malaria in cells 6 lectures
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Instructors
Taught by people who ship.
John Bura
Founder and CEO of Mammoth Club and Course Pro, the #1 AI-powered Learning Management System for course and content development, training and evaluation.
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