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Applied Machine Learning For Healthcare

Machine learning is changing the way how businesses and industries uses data, whether it be self driven cars, automating Chatbots or stock predictors Machine learning is everywhere. Healthcare is one...

  • All levels
  • English

Course Description

Machine learning is changing the way how businesses and industries uses data, whether it be self driven cars, automating Chatbots or stock predictors Machine learning is everywhere. Healthcare is one of the most important industry which has embraced machine learning and it is already delivering results. To characterize machine learning in the least complex terms, it is fundamentally the ability...

Machine learning is changing the way how businesses and industries uses data, whether it be self driven cars, automating Chatbots or stock predictors Machine learning is everywhere. Healthcare is one of the most important industry which has embraced machine learning and it is already delivering results. To characterize machine learning in the least complex terms, it is fundamentally the ability to equip the computers to think for themselves depending upon the situations that occurs based on the training data. Considering, machine learning and the bright future it has, we have designed this hands on course for you.

What you’ll learn
  • Breast cancer detection project
  • Diabetes onset prediction
  • DNA classification projects
  • Heart disease prediction
  • Autism screening

Covering Topics

1
Section 1 : Introduction
2
Section 2 : Breast Cancer Detection
3
Section 3 : Diabetes Onset Detection
4
Section 4 : DNA Classification - The Dataset
5
Section 5 : Heart Disease Prediction with Neural Networks
6
Section 6 : Autism Screening

Curriculum

      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

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