August 2019
Intermediate to advanced
560 pages
13h 41m
English
Content preview from Advanced Elasticsearch 7.0
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Machine learning using Elasticsearch and scikit-learn
Scikit-learn is a Python machine learning library built on the top of NumPy, SciPy, and Matplotlib. It provides simple tools for data mining and data analysis. According to the description on its website (see https://scikit-learn.org/stable/), we can use it in six major areas:
- Classification: A supervised learning approach for learning given data and using it to generate a model for a classifier. Then, we use the model to predict new data in order to identify the category with the classifier.
- Regression: Using a statistical methodology to predict continuous values using a given set of data.
- Clustering: Grouping data into different categories.
- Dimensionality reduction: Reducing the dimension ...
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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.