How we make it happen.
The road from data to insight involves a great degree of technical expertise. We are a group of Pythonistas
and these are the tools of our trade.
Python
Everything we do revolves around Python we love it and its the perfect glue which we build everything with..
Pandas
Can you imagine not having a DataFrame in Python. When it comes to working with data wrangling there is nothing finer.
Scikit Learn
For machine learning its a classic and we have been using it for a long time and have nothing but good things to say.
Tensorflow
Although we are big scikit learn fans we always try what else is on the market and we are
enjoying playing with Tensorflow.
Statsmodels
Its not always complex ML/AI thats needed and if you need a statistical library to support
your needs you need to look no further.
Numpy
Its maybe not the most fashionable package but its so crucial to effect Data Science in
Python and its more than worthy of mention.
Numba
Sometimes you just need to go fast and pure Python wont cut it. Previously we would use a
compiled language for speed but with Numba we get all the benefit and keep it all Python.
Seaborn
Visualisation is such a key component in effective communication of your findings and we
use enjoy what Seaborn offers us in terms of out of the box images and customisation.