October 2018
Intermediate to advanced
134 pages
2h 39m
English
Content preview from Machine Learning for Healthcare Analytics Projects
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Breast Cancer Detection
Machine learning, a subset of artificial intelligence (AI), has taken the world by storm. Within the healthcare domain, it is possible to see how machine learning can make manual processes easier, providing benefits for patients, providers, and pharmaceutical companies alike. Google, for example, has developed a machine learning algorithm that can identify cancerous tumors on mammograms. Similarly, Stanford University has developed a deep learning algorithm to identify skin cancer.
In this chapter, we will discuss how one can use machine learning to detect breast cancer. We will look at the following topics:
- Objective of this project
- Detecting breast cancer with SVM and KNN
- Data visualization with machine learning ...
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.