We're all keen to say goodbye to this awful year, so I imagine most of you want to make the most of your New Year's celebration. While many of us won't be going anywhere, we can at least enjoy a good bottle of sparkling wine at home. In this blog …
With a full coronavirus shutdown in Germany, Christmas this year in Berlin will be very quiet. I have been keeping myself entertained for the last couple of weeks by watching old seasons of The Great British Bakeoff, so between that and the mountain …
In this post, we continue our discussion about how to use AWS Sagemaker's BlazingText to train a word2vec model. In the last post we learned how to set up, train and evaluate a single model. However, we essentially selected our hyperparameters at …
AWS Sagemaker has a number of inbuilt algorithms, which are not only easier to use with the Sagemaker set up but are also optimised to work with AWS architecture. At my previous job, we used word embeddings extensively to help solve NLP problems. We …
For the past year and a half, I have been switching gradually from using matplotlib to create graphs in Python to Hassan Kibirige's wonderful port of R's ggplot2, plotnine. When I was first starting to use this package, I found it was quite tricky to …
