June 2024
Intermediate to advanced
290 pages
7h 52m
English
Content preview from Modern Graph Theory Algorithms with Python
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10
Pathway Mining
In this chapter, we’ll explore pathway mining, where we use network science and reasoning algorithms to uncover paths that exist within sequential data. Pathways to outcomes are common in both the medical field, where disease progression often follows a pathway from one disease state to another, and the educational field, where course material often builds on prior course material within a degree program such as law or medicine. We’ll consider a simulated example of medical courses leading to student success or failure in a hypothetical medical school to understand which courses may require extra support for struggling students to ensure ultimate program success.
By the end of this chapter, you’ll understand how to spot problems ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
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.