From Pandas Workout by Reuven Lerner
This article discusses using multi indexes in Pandas.
From Pandas Workout by Reuven Lerner
This article discusses using Data Frames in Pandas.
From Distributed Machine Learning Patterns by Yuan Tang
In this article, we introduce the collective communication pattern, which is a great alternative to parameter servers when the machine learning model we are building is not too large without having to tune the ratio between the number of workers and parameter servers.
From Distributed Machine Learning Patterns by Yuan Tang
In this article, we introduce the parameter server pattern which comes handy for situations where the model is too large to fit in a single machine such as one we would have to build for tagging entities in the 8 millions of YouTube videos.
From Pandas Workout by Reuven Lerner
This article discusses cleaning data to use with Pandas.