A simple explanation and implementation of DTs ID3 algorithm in Python

Photo by Vladislav Babienko on Unsplash

Decision trees are one of the simplest non-linear supervised algorithms in the machine learning world. As the name suggests they are used for making decisions in ML terms we call it classification (although they can be used for regression as well).

The decision trees have a unidirectional tree structure i.e…

Investigating what it takes to move from a PoC to a model in production

Photo by Ivana Cajina on Unsplash

Data Science is the sexiest job of the 21st century, but it definitely takes a lot more than a fancy job title to take an ML project to production.

With ever-advanced algorithms and the availability of powerful infrastructure to run AI pipelines, many companies are trying to build AI-driven solutions…

Ankit Malik

Indian Blogger, Data Scientist at Workfusion, and Technical Reviewer for Packt Publishing. Loves numbers, equity markets, and insights through data.

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