Data Science Developers Machine Learning Tutorials Python Deep Learning Frameworks Reviewed January 31, 2017 by adamdev I recently stumbled across an old Data Science Stack Exchange answer of mine on the topic of the “Best Python library for neural networks”, and it struck me how much the Python deep learning ecosystem has evolved over the course of the past 2.5 years. The library I recommended in July 2014, pylearn2, is no […] Read more Ā»
Business Developers Tutorials Tutorial: Analyze Excel Files with indico January 17, 2017 by adamdev The goal of this tutorial is to help you analyze your own Excel data using indicoās machine learning APIs — even if you have little programming experience! At the end of this tutorial you will be able to take the data from your .xlsx (Excel) files, analyze them using any of our text APIs, and […] Read more Ā»
Business Developers Tutorials Building a Bot for Better Customer Support November 28, 2016 by adamdev In a startup, we wear many hats. Operations does a little bit of sales, marketing does a little bit of quality assurance, engineering contributes to the blog…and everyone takes pride in helping out with customer service. For many months, we had one person managing questions we received through our little Intercom chat window (you know, […] Read more Ā»
Data Science Developers Tutorials Data Science Deployments with Docker November 15, 2016 / October 9, 2025 by adamdev Deploying machine learning models has always been a struggle. Most of the software industry has adopted the use of container engines like Docker for deploying code to production, but since accessing hardware resources like GPUs from Docker was difficult and required hacky, driver specific workarounds, the machine learning community has shied away from this option. […] Read more Ā»
Developers Machine Learning Tutorials The Simple + Practical Path to Machine Learning Capability: Motivating Background, Fundamental Concepts & Workflow August 24, 2016 / October 9, 2025 by adamdev Hello, friendly human! Welcome to the first in a series of articles about using machine learning to solve problems. We start with fundamental concepts, and later explain how to implement those concepts using Python + TensorFlow code. Then we’ll show how to combine and extend these fundamental concepts to solve more interesting problems. An unproductive […] Read more Ā»
Business Developers Image Data Use Case Tutorials Deep Learning in Fashion (Part 3): Clothing Matching Tutorial August 9, 2016 / October 9, 2025 by adamdev In Part 2 of this series, we discussed how e-commerce fashion sites typically make clothing recommendations based on image similarity (hereās a great tutorial on how to do that, by the way). But what if you could also recommend products based on how well they matched with a past purchase? We built a fashion matching […] Read more Ā»
Developers Text Data Use Case Tutorials Tutorial: Using indico’s Machine Learning API (for Beginners) April 5, 2016 by adamdev About this Tutorial This tutorial assumes you have no programming experience and do not have a development environment. It will guide you through setting up a development environment and producing the code to access advanced machine learning solutions. If you run into any issues while following this tutorial, please feel free to create an issue […] Read more Ā» beginner linux machine learning osx Python ubuntu windows
Developers Image Data Use Case Tutorials Exploring Computer Vision (Part III): Improving Security Cameras with Machine Learning February 29, 2016 / October 9, 2025 by adamdev Welcome back to our three part series on computer vision. In the previous posts, we discussed convolutional neural networks (CNNs) and how transfer learning allows us to reuse pre-trained CNNs. This post will assume that you have a basic understanding of CNNs and transfer learning; we encourage you to reread the first two posts if […] Read more Ā»
Developers Text Data Use Case Tutorials Make Content Recommendations Better With Machine Learning February 7, 2016 / October 9, 2025 by adamdev How many times have you sent an article to a friend or family member because you knew they’d like it? Ā What made you decide to press that “share” button? Ā MaybeĀ the article was really well written and the topic was relevant to the personās interests. Maybe it was about something you were just talking about with […] Read more Ā»
Business Developers Text Data Use Case Tutorials Happy Chinese New Year! Going from Tweets to Trends in Minutes January 31, 2016 / October 9, 2025 by adamdev Happy Chinese New Year! With the lunar new year around the corner, we can’t help but wonder what the latest trends are during this special time of the year. These trends are not only interesting but also crucial for goods and service providers to capitalize on this spirit of celebration. Here at indico, we want […] Read more Ā»
