Python has become the lingua franca of data science and is, therefore ... This notebook will discuss different techniques for grouping data, including binning, one-hot encoding, and clustering. We ...

van Lith and Joaquin Vanschoren provide a framework titled “From string to Data Science” for systematically identifying and encoding various sorts of categorical string features in tabular datasets.

Using a mixture of Python, R, and common command-line tools, Cleaning Data for Effective Data Science follows the data cleaning pipeline from start to end, focusing on helping you understand the ...

This online data science specialization is designed for learners with little to no programming experience who want to use Python as a tool to play with data. You will learn basic input and output ...

More generally, Haskell excels at abstraction, and data science benefits from coherent ... Haskell is great for encoding the complex and sometimes arbitrary business rules our operations follow.

We began by cleaning and preparing the dataset, including encoding categorical variables using ... These steps reflect our proficiency in Python and our ability to leverage data science techniques for ...

IIT Madras is accepting applications from students, professionals, and anyone who is interested for a free online course called Python for Data Science on the SWAYAM NPTEL platform. The course aims at ...