Given the above similarities and differences between data science consulting and other classes of consulting, it's natural to ask how we'd adapt our approach to make sure the long run success and viability of...
The way to write code that scales and accelerates your work as a knowledge scientist or machine learning engineer.Once I was a junior Data Scientist, my goal was to write down code that simply...
A straightforward guide to know the macro-elements that may negatively impact your workEver found yourself deep in a knowledge project, only to understand it’s going nowhere? It’s a more common feeling than you would...
PYTHON PROGRAMMINGShould we use type hints in data-science projects realized in Python?Should we use type hints in data-science projects realized in Python?Need a disclaimer? Here you're: It depends. In Proof-of-Concept sorts of projects, it’s...
Mastering the Art of Python Project Setup: A Step-by-Step GuideProblems & considerationsIf you happen to read the last paragraph rigorously or checked out the FlowChart above, you may have noticed that there are two...
What's it that makes an information science project stand out? At a time when job applicants are expected to have shiny portfolio sites and when data teams must display their business value on an...
Hey there! I’m Ana, a knowledge enthusiast and a machine learning apprentice. Welcome to my first post on Medium, where I’ll be sharing my journey and insights into the exciting world of knowledge evaluation...