Benchmarking TensorFlow on Cloud CPUs: Cheaper Deep Learning than Cloud GPUs
Using CPUs instead of GPUs for deep learning training in the cloud is cheaper because of the massive cost differential afforded by preemptible instances.
Jul 5, 2017
Predicting the Success of a Reddit Submission with Deep Learning and Keras
Thanks to Keras, performing deep learning on a very large number of Reddit submissions is actually pretty easy. Performing it *well* is a different story.
Jun 26, 2017
The Decline of Imgur on Reddit and the Rise of Reddit's Native Image Hosting
Before Reddit added native image hosting, Imgur accounted for 15% of all submissions to Reddit. Now it's below 9%.
Jun 20, 2017
Benchmarking CNTK on Keras: is it Better at Deep Learning than TensorFlow?
Microsoft employees commented that simply changing the backend of Keras to CNTK would result in a boost. So let's put that to the test.
Jun 12, 2017
Advantages of Using R Notebooks For Data Analysis Instead of Jupyter Notebooks
The relatively new R Notebooks improve the workflows of common data analysis in ways Jupyter Notebooks can't.
Jun 6, 2017
Leaving Apple Inc.
I have made the personal decision to leave my job at Apple to further my personal growth and technical skills.
May 4, 2017