Introducing GroupBERT for 2x training speed-up in natural language processing on Graphcore IPUs
Exploratory Data Analysis (EDA) aims to expose the main characteristics of a dataset through statistical and visual tools. Commonly, this is the first step in approaching a problem and when it is…
In 9 hours, Google’s AlphaZero went from only knowing the rules of chess to beating the best models in the world. Chess has been studied by humans for over…
Code reviews can be stressful for many developers, especially if you haven’t done one before. In turn, they are becoming more common in data science, especially as we begin working with more…
Build reporting capabilities to provide supply chain visibility and support the operational teams of a Distribution Center of a mid-size retailer In some markets like China, the retail industry has…
Many people will be aware of Game Theory, either from study and/or popular culture. The movie “A Beautiful Mind” made many people aware of John Nash and his work in this field. Game theory is a…
In this blog, I talk about making the pose estimation algorithms more effective by highlighting a key issue during inference and discuss ways to mitigate this issue. I also walk through an example…
I’ve been using cx_Oracle Python extension module to access my Oracle Database and I was able to automate most of my small tasks because of it. There are documentations available online provided by…
This blog post walks through the training and inference of attention-based machine translation using only high level Tensorflow API. It’s a simplified end to end tutorial that aims to minimize lines…
Let’s say that we have done some cool data analysis on a data stream that updates periodically, for example sports statistics or current weather conditions. Now, we add our code to version control on…
