projects

How you can Deliver Successful Data Science Consulting Projects

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...

MIT-Takeda Program wraps up with 16 publications, a patent, and nearly two dozen projects accomplished

When the Takeda Pharmaceutical Co. and the MIT School of Engineering launched...

Scale your Machine Learning Projects with SOLID Principles

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...

Why Data Projects Fail to Deliver Real-Life Impact: 5 Critical Elements to Watch Out for as an Analytics Manager

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 Type Hinting in Data Science Projects: A Must, a Possibly, or a No-No?

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...

Organising Python Projects: Part V

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...

June Edition: Projects That Encourage

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...

Exploring Gradient Boosting vs Linear Regression: Selecting the Best Prediction Tool and Developing a Streamlit App Creating your project’s environment Using VSCode for data evaluation Data Treatment Data...

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...

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