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In this post, we explore a new python package for feature engineering
Feature engineering is the process of using domain knowledge of the data to transform existing features or to create new variables from existing ones, for use in machine learning. Using feature engineering, we can pre-process raw data and make it suitable…Continue
I had this conversation some time ago with an Engineer who came from a traditional background.
By that I mean, he had been in the same industry (heavy engineering) for 30 years.
Of these, he had been in the same company for 25 years (and this was his second job).
After understanding from me about data science, he said that as an engineer, he did…Continue
Earlier this week, I was speaking at an event on AI for Real Estate where I showed an example from a BBC clip which said that “central London is now a ghost town” (due to COVID 19)
A few months ago, this headline would have been laughable
In London, central London and the London underground are a key fabric of daily…Continue
I have been reading a book recently about algorithms in the wider sense
(40 algorithms every programmer should know -book and github link below)
I spend a lot of time with algorithms considering my teaching (AI at University of Oxford).
For Machine Learning and Deep Learning, we need to study a…Continue