indico Blog

Resources for exploring machine learning and data science

November 27, 2017

Posted by
indico

AI World Conference: Formulating the Right Machine Learning Strategy

We’re working to lower the barriers to entry by requiring less data, time, and investment to integrate deep learning into your business. Visit our booth at the AI World conference and attend the lightning panel session on Monday, December 11, 2017, at 6:45pm EST.

November 14, 2017

Posted by
indico

Exploiting Text Embeddings for Industry Contexts

It’s well known that word embeddings are excellent for finding similarities between words -- specifically, synonyms. Surprisingly, they also seem to pick up on object properties. We play "twenty questions" with word embeddings to explore this further.

July 10, 2017

Posted by
indico

Building Better Search

Searching for keyword matches is a thing of the past. Instead, discover better results by searching for concepts.

May 3, 2017

Posted by
indico

Inspiring Hack Projects: Spill.it

A few weeks ago, we sponsored HackBeanpot. We caught up with the winners of indico's Machine Learning Prize, the Spill.it team, to learn more about their project.

April 26, 2017

Posted by
indico

Creating Personalized Content Filters with CrowdLabel

Learn how to create a personalized content filter that only shows you articles that you’ve deemed are interesting to you. Using CrowdLabel and Custom Collections, you'll train this model with a small unlabeled dataset of 30 articles -- without having to write any code.

April 12, 2017

Posted by
indico

Inspiring Hack Projects: ContextCam

Earlier in April, we sponsored one of our favorite hackathons -- HackPrinceton. We found Waseem Khan's ContextCam project particularly interesting, so we reached out to learn more about it.

March 9, 2017

Posted by
indico

Auto-tagging Interior Design Styles

Sorting content into categories is a key task for recommendation systems, as well as general data management. In this tutorial, you'll build a simple interior design style classifier using Custom Collections, our customizable machine learning API.

February 15, 2017

Posted by
Amanda Sivaraj

Building a Bot to Answer FAQs: Predicting Text Similarity

Learn how to build a customer support bot that answers frequently asked questions. In this tutorial, you'll used indico's Text Features API to calculate similarity between text to predict whether a user's question matches one from a list of FAQs.

January 31, 2017

Posted by
Madison May

Python Deep Learning Frameworks Reviewed

An examination of the strengths and weaknesses of seven major deep learning frameworks, most of which we've used in production or development at indico. For the few that we haven't, we pull from the experiences of others to help give a clear, comprehensive picture of the Python deep learning ecosystem of 2017.

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Recent Posts

AI World Conference: Formulating the Right Machine Learning Strategy

Machine learning offers tremendous opportunities for businesses, but there is still a large divide between practical deployment for most... more

·

Exploiting Text Embeddings for Industry Contexts

From Synonyms to Object Properties It’s well known that word embeddings are excellent for finding similarities between words --... more

·

Making Deep Learning Practical with Smaller Datasets

At the recent VB Summit in Berkeley, Jeff Dean, Head of Google Brain discussed a popular challenge in making Deep Learning a practical... more

·

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