Data Science Machine Learning Opinion Piece The indico Machine Learning Team’s Take on TensorFlow November 13, 2015 by adamdev Read more Ā»
Data Science Developers Machine Learning Opinion Piece Three Thought-Provoking Ideas from SIGGRAPH ’15 September 8, 2015 / October 9, 2025 by adamdev Last month Alec Radford and I had the great pleasure of attending the SIGGRAPH 2015 conference in Los Angeles. If you don’t know about SIGGRAPH, here’s a quick snippet from their website: “Since its beginning in 1974 as a small group of specialists in a previously unknown discipline, ACM SIGGRAPH has evolved to become an international […] Read more Ā»
Data Science Developers Machine Learning Neural Image Captioning for Mortals September 2, 2015 / October 9, 2025 by adamdev Introduction to Neural Image Captioning Image Captioning is a damn hard problem — one of those frontier-AI problems that defy what we think computers can really do. This summer, I had an opportunity to work on this problem for the Advanced Development team during my internship at indico. The work I did was fascinating but not revolutionary […] Read more Ā»
Data Science Developers Machine Learning Visualizing with t-SNE August 25, 2015 / October 9, 2025 by adamdev Data visualization A big part of working with data is getting intuition on what those data show. Staring at raw data points, especially when there are many of them, is almost never the correct way to tackle a problem. Low dimensional data are easy to visually inspect. You can simply pick pairs of dimensions and […] Read more Ā»
Data Science Tutorials Exploring the shapes of stories using Python and sentiment APIs July 10, 2015 / October 9, 2025 by adamdev Get the ipython/Jupyter notebook on Github:Ā indico-plotlines Ā A few months ago, a great video of Kurt Vonnegut circulated the web. He describes an idea for plotting the simple shapes of stories as good vs. ill fortune across the length of the story. He says: “There’s no reason why these simple shapes of stories can’t […] Read more Ā»
Business Data Science Developers Machine Learning Data Science Buzzwords Demystified July 6, 2015 / October 9, 2025 by adamdev Predictive analytics. Data science. Machine learning. It seems like lots of people are excited about these words, considering how they keep getting hashtagged all over the place. But letās be honest — how many of us actually understand what they mean or how they relate to one another? Weāve compiled a list of jargon related […] Read more Ā»
Data Science Text Data Use Case Tutorials How to Visualize Email Sentiment with Python April 16, 2015 / October 9, 2025 by adamdev Email, a tool invented over 45 years ago, remains the most trusted form of online interaction as it stands decentralized in a world of social applications. With a little help from the indico Sentiment API, you can quickly go from having a large corpus of written emails to a visualization of how the sentiment in […] Read more Ā»
