Posts by Algorithmia
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5 July 2019
8 min read
Developing processes for integrating machine learning within an organization’s existing computational infrastructure remains a challenge for which robust industry standards do not yet exist. But companies are increasingly realizing that the development of an infrastructure that supports the seamless...
27 June 2019
4 min read
Natural language processing (NLP) is one of the fastest evolving branches in machine learning and among the most fundamental. It has applications in diplomacy, aviation, big data sentiment analysis, language translation, customer service, healthcare, policing and criminal justice, and countless other...
1 May 2019
4 min read
Every quarter, we talk with more than a hundred companies working to productionize their machine learning. We see a clear path out of the stage many companies cannot get past: operationalizing the model deployment process. The problem Massive effort goes into any well-trained model—research shows that...
20 December 2018
2 min read
Azure Blob and Google Cloud Storage In an effort to constantly improve products for our customers, this month we introduced two additional data providers into Algorithmia’s data abstraction service: Azure Blob Storage and Google Cloud Storage. This update allows algorithm developers to read and write...
12 December 2018
3 min read
Sometimes the best advertising is a small, nondescript company name etched onto an equally nondescript door in a back alley, only accessible by foot traffic. Lucky for us, Paul Borza of TalentSort—a recruiting search engine that mines open-source code and ranks software engineers based on their skills—was...
30 November 2018
4 min read
At Algorithmia, we’ve always been maniacally focused on the deployment of machine learning models at scale. Our research shows that deploying algorithms is the main challenge for most organizations exploring how machine learning can optimize their business. In a survey we conducted this year, more...
21 November 2018
2 min read
At Algorithmia, we have much to be thankful for—it’s even one of our core tenets. So in light of Thanksgiving, we have compiled a list of all that we’re particularly appreciative of this year. Some of our staff are thankful for the little things—snacks and a dog-friendly office—and...
27 August 2018
8 min read
The best manufacturers in the world are using machine learning to automate, improve, and evolve their factory lines. Machine learning can reduce emissions, help monitor equipment and flag anomalies, and automate manual work: all without the need for teams of hundreds. This post will explain how to get...
20 August 2018
8 min read
You’ve heard about Artificial Intelligence in everything from airplanes to toasters and you’ve wondered how to get those benefits into your WordPress website. Well, wonder no more! I’ve created a WordPress plugin that integrates with Algorithmia that is easy to extend to any AI algorithm...
13 August 2018
8 min read
Source: PCMag Customer Service is likely one of the most complex and frustrating parts of your business, but it doesn’t have to be. Machine Learning is making strides in automating and improving parts of the Customer Service (CS) stack quickly, like auto-routing tickets to the right agent or improving...