Special topics in machine learning
Algorithmia is machine learning, managed. Deploy, serve, and manage your ML portfolio.
11 August 2020
5 min read
Semi-supervised learning is the type of machine learning that uses a combination of a small amount of labeled data and a large amount of unlabeled data to train models. This approach to machine learning is a combination of supervised machine learning, which uses labeled training data, and unsupervised... read more
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14 July 2016
7 min read
Introducing Cloud Hosted Deep Learning Models At Algorithmia, we believe in democratizing access to state-of-the-art algorithmic intelligence. That’s why we’re introducing a solution for hosting and distributing trained deep learning models on Algorithmia using GPUs in the cloud. Today, data science...
13 July 2016
5 min read
If you’ve ever worked with deep learning frameworks you know they require a good amount of time, knowledge and, most of all, commitment just to get them up and running on your machine. And, that’s before you’ve even built your model or trained your data. This assumes you have a GPU-enabled...
1 July 2016
3 min read
This month, look at the three big machine learning trends and the future of artificial intelligence.  We also learn how to turn a machine learning model into scalable, severless API, and how to setup an image processing pipeline to smartly crops photos. Plus, we feature the best new algorithmic microservices. Have...
29 June 2016
5 min read
Issue 15 This week we learn about the machine learning ninjas at Google, check in with a company retrofitting old cars with new tech, discover Apple’s computer vision capabilities, and anxiously wait for delivery drones taking flight. Plus, what we’re reading and a few things for you to try...
23 June 2016
5 min read
Need to create a Dropbox image processing pipeline to batch edit images? Now that Algorithmia supports Dropbox integration, here’s a quick way to automatically create thumbnails with custom dimensions. In this demo, we’ll use SmartThumbnail, a microservice that uses face detection to perfectly...
23 June 2016
3 min read
We know how hard and frustrating it is to have data stored in one location when you need it in another. Wouldn’t it be better to not have to deal with uploading your data to a new service in order to work with it? That’s why we’re excited to announce the Algorithmia Data Portal. This dedicated...
23 June 2016
5 min read
Need to create a simple Amazon S3 image processing pipeline to batch edit images? Now that Algorithmia supports Amazon S3 integration, here’s a quick way to automatically create thumbnails with custom dimensions. In this demo, we’ll use SmartThumbnail, a microservice that uses face detection...
21 June 2016
5 min read
Issue 14 This week we check in on Twitter’s machine learning plans, ask if deep learning is magic or just math, celebrate the latest net neutrality ruling, and share some videos to watch. Plus, what we’re reading and a few things for you to try at home.  Not a subscriber? Join the Emergent...
15 June 2016
5 min read
Last June we introduced isitnude.com, a demo for detecting nudity in images based on our Nudity Detection algorithm. However, we wouldn’t be engineers if we didn’t think we could improve the NSFW image recognition accuracy. The challenge, of course, is how do you do that without a labeled dataset...
14 June 2016
5 min read
Issue 13 This week we check in on Larry Page’s flying-car project, get a primer in AI, ML, and Deep Learning, take a look at all the Apple WWDC news, and check out the Vive VR headset. Plus, what we’re reading and a few things for you to try at home. Not a subscriber? Join the Emergent...