Applied Machine Learning For Healthcare

  Section 1 : Introduction
1
Introduction

  Section 2 : Breast Cancer Detection
2
Breast Cancer Detection with a SVM and KNN Part 1
3
Breast Cancer Detection with a SVM and KNN Part 2

  Section 3 : Diabetes Onset Detection
4
Deep Learning Grid Search - The Dataset Part 1 Preview
5
Deep Learning Grid Search - The Dataset Part 2
6
Deep Learning Grid Search - Batch Size and Epochs Part 1
7
Deep Learning Grid Search - Batch Size and Epochs Part 2
8
Deep Learning Grid Search - Learning Rate and Dropout
9
Deep Learning Grid Search - Initialization, Activation, and Neurons Part 1
10
Deep Learning Grid Search - Initialization, Activation, and Neurons Part 2

  Section 4 : DNA Classification - The Dataset
11
DNA Classification - The Dataset Part 1 Preview
12
DNA Classification - The Dataset Part 2
13
DNA Classification - The Algorithms Part 1
14
DNA Classification - The Algorithms Part 2

  Section 5 : Heart Disease Prediction with Neural Networks
15
Heart Disease Prediction with Neural Networks Part 1
16
Heart Disease Prediction with Neural Networks Part 2

  Section 6 : Autism Screening
17
Autism Screeing - Data Preprocessing
18
Autism Screeing - The Neural Network
Quiz:
Applied Machine Learning For Healthcare Quiz