Data Science Developers Machine Learning Text Data Use Case Tutorials Model Finetuning for Fun and Profit September 18, 2018 / October 9, 2025 by adamdev In our last blog post, “Effective Transfer Learning for NLP” we walked through the technological advancements that have made model finetuning practical for natural language processing. In this post, we’ll dive into the details and take a look at how you can start using Indico’s python library, finetune, to try out model finetuning on your […] Read more Ā»
Developers Hackathon Spotlight Text Data Use Case Inspiring Hack Projects: Jobalytics June 17, 2018 / October 9, 2025 by adamdev A few weeks back, we had the pleasure of supporting EngHack 2018. We caught up with the first place winners of indicoās Machine Learning API prize — Jobalytics — with Charlie Lin speaking for the team. What is Jobalytics? Jobalytics is a machine learning powered resume analytics tool designed to help you crack the resume […] Read more Ā»
Data Science Developers Text Data Use Case Tutorials Fortnite vs. PUBG: Data Science Lessons Learned May 1, 2018 / October 9, 2025 by adamdev Iād like to preface this post with the fact that what I do on a day-to-day basis isnāt data science. I spend my days building the web-based tools that make using indicoās core tech easier. So when I was asked to do a small data science project and write a post about it, I truly […] Read more Ā»
Announcements Business Developers Tutorials 30 Minutes to Data Scientist: indico at NewCo March 29, 2018 by adamdev Too often, we hear folks lament the huge amount of data typically required to design robust deep learning solutions from the ground up. But…what if you didnāt need to start from zero?Because you really donāt. With tech like transfer learning, itās now viable for you to start with a model that already understands the basics […] Read more Ā»
Business Developers Machine Learning Building Better Search July 10, 2017 / October 9, 2025 by adamdev In speech and writing, how often do we use one term — and only that term — to describe an idea? For example, if you were searching through a document for information relating to a businessā current assets, looking up only ācurrent assetsā would mean that you miss out on anything discussing cash, short-term assets, […] Read more Ā»
Developers Hackathon Spotlight Text Data Use Case Inspiring Hack Projects: Spill.it May 3, 2017 by adamdev A few weeks ago we had the pleasure of supporting HackBeanpot, for the second year in a row, at Genuine HQ. We caught up with the winners of Indicoās Machine Learning API prize — Alex, Noah, Brendan, and Jon, the creators of Spill.it. What is Spill.it? Spill.it is a party game that encourages your friends […] Read more Ā»
Business Developers Tutorials Creating Personalized Content Filters with CrowdLabel April 26, 2017 / October 9, 2025 by adamdev We are all inundated with information. Even in a Google-powered world, where itās relatively easy to find any type of content that we may seek, it can sometimes still take significant effort to pore through the search results and find the specific pieces we are interested in. For instance, say youāre interested in wearable tech. […] Read more Ā»
Developers Hackathon Spotlight Image Data Use Case Inspiring Hack Projects: ContextCam April 12, 2017 / October 9, 2025 by adamdev One of our core values as a company is about giving back and supporting our community. We regularly sponsor hackathons (over 10 so far this year!) to encourage students to get started in the exciting world of machine learning. Recently, we sponsored HackPrinceton. We found Waseem Khan’s ContextCam project particularly interesting, so we reached out […] Read more Ā»
Business Developers Image Data Use Case Tutorials Auto-tagging Interior Design Styles March 9, 2017 / October 9, 2025 by adamdev Sorting content into categories is a key task for recommendation systems, as well as for general data management. Weāve talked a lot about text data lately — for example, using topic tags to improve article suggestions for your readership, and how you can build a custom text classifier for your specific industry or task. We […] Read more Ā»
Business Developers Tutorials Building a Bot to Answer FAQs: Predicting Text Similarity February 15, 2017 / October 9, 2025 by adamdev In our previous tutorial on customer support bots, we trained a bot using the Custom Collection API to direct customers to the team member who is best suited to assist them with their problem or query. The bot improved our teamās response times as we no longer had to rely on a human facilitator (who […] Read more Ā»
