Powerful, Deep Automated Machine Learning
What is an “auger”? Well its a drill bit. And a misspelling of “augur” — to predict. Beyond the bad pun, it’s also our tool for automated machine learning.
We often get asked how Auger compares to other AutoML tools. Luckily in these days of open source tools this is possible to do in a way that can be validated and reproduced…
How Second Generation AutoML Will Replace Software Development from the Inside Out
Generating a usable dataset for prediction and classification problems is usually the most time-consuming part of large data science problems. Most machine learning algorithms work only with well-structured data, generally tables with only…
Shortly after Microsoft released the AutoML product a few months ago, we published a comparison of Auger.AI versus Azure’s accuracy on Microsoft’s own chosen datasets. Specifically in their…
If you’re a regular reader of this blog you probably know that Microsoft recently released their own AutoML SDK. We at Auger.AI were excited to see this development. It helps to validate and build…
Automated Machine Learning (AutoML) is the automated process of algorithm selection, hyperparameter tuning and model assessment. Although it can not replace all the work of a highly skilled data scientist yet, it can help them work faster and more effectively. Even better, it…
Auger is an automated machine learning platform that allows you to connect to your favorite cloud service. Auger…
These were the top 10 stories published by @auger; you can also dive into yearly archives: 2018, 2019, 2020, and 2021.