December 2022
Beginner to intermediate
740 pages
18h 11m
English
Content preview from Python for Finance Cookbook - Second Edition
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14
Advanced Concepts for Machine Learning Projects
In the previous chapter, we introduced a possible workflow for solving a real-life problem using machine learning. We went over the entire project, starting with cleaning the data, through training and tuning a model, and then lastly evaluating its performance. However, this is rarely the end of the project. In that project, we used a simple decision tree classifier, which most of the time can be used as a benchmark or minimum viable product (MVP). In this chapter, we cover a few more advanced concepts that can help with improving the value of the project and make it easier to adopt by the business stakeholders.
After creating the MVP, which serves as a baseline, we would like to improve the ...
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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.