Special topics in machine learning
Algorithmia is machine learning, managed. Deploy, serve, and manage your ML portfolio.
28 May 2020
3 min read
At Algorithmia, we have learned how enterprise machine learning is developing across industries, and we are most interested in the challenges that hinder organizations from extracting ML value. In late 2019, we published data on the main challenges, which we consolidated in a report called the “2020... read more
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14 March 2019
3 min read
Algorithmia developers unveiled a new UI on our user platform this week. Now, when you log into Algorithmia, you’ll see a personalized dashboard with your account information and recent activity, enabling easy account management and navigation. This change comes about as we mark the four-year anniversary...
21 February 2019
5 min read
Asking a data scientist to work with only one framework is like asking a carpenter to work with only a hammer. It’s essential that professionals have access to all the right tools for the job. It’s time to rethink best practices for leveraging and building ML infrastructure and set the precedent...
5 February 2019
2 min read
Algorithmia’s AI Layer Powers the UN Methods Service Algorithmia is renewing its commitment to global humanitarian efforts by making powerful ML tools available to everyone. Economic and population data are key elements of planning and decision-making in first-world countries, but access to sophisticated...
17 January 2019
5 min read
Machine learning (ML) will drastically alter how many industries operate in the future. Natural language processing will enable seamless and instantaneous language translation, forecasting algorithms will help predict environmental trends, and computer vision will revolutionize the driverless car industry....
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...
7 December 2018
4 min read
As 2018 comes to a close, we’d like to take a look back to see how our readers have interacted with our blog, which articles were the most read, and what that could tell us about the field of machine learning writ large. We know 2019 will be a year of tremendous progress in tech, and we’re...
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...
15 November 2018
2 min read
Machine learning can automate business processes, but maybe more importantly, it can improve customer experience—just look at Cimpress. Cimpress, the parent company of VistaPrint, is one of the foremost aggregators of customized merchandise in the world with more than 10,000 employees spanning multiple...