Data Science Articles

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Peter Grant Peter Grant
Updated on April 17, 2025

Model Validation and Testing: A Step-by-Step Guide

Model validation is a phase in the machine learning process where a trained model’s performance is evaluated using data that is different from the training data, known as a validation data set.

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Margo Steines Margo Steines
Updated on April 16, 2025

8 Companies Hiring Database Administrators

Companies across sectors like fintech, SaaS and defense are hiring database administrators to manage their data and keep it secure.

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Giorgos Myrianthous Giorgos Myrianthous
Updated on April 14, 2025

How to Convert a Dictionary to a Pandas DataFrame

Learn how to convert a Python dictionary into a Pandas DataFrame using the pd.DataFrame.from_dict() method and its options, depending on how the data is structured and stored in the dictionary.

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Peter Grant Peter Grant
Updated on April 11, 2025

How to Write Nested List Comprehensions in Python

A nested list comprehension in Python is a list comprehension placed inside another list comprehension. It's often used for handling lists of lists with only one line of code. Here’s how to write a nested list comprehension in Python.

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Andika Pratama Andika Pratama
Updated on April 11, 2025

How to Create an Index-Based Search Engine in Python

An index-based search engine in Python is a search engine created in Python that uses an index to quickly retrieve information based on a search query. Learn how to develop your own index-based search engine using Python.

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Jenny Lyons-Cunha Jenny Lyons-Cunha
Updated on April 10, 2025

‘I’ve Learned How Dynamic I Am’: Merck’s Data Science and Informatics Team Nurtures Multidisciplinary Innovation

Merck’s Data Science and Scientific Informatics team of Research and Development Sciences IT is tackling age-old questions and emerging challenges alike with a dynamic multidisciplinary approach — all while serving its mission of saving lives.

Three Merck team members stand next to banner for 2023 MRL Science Symposium
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Stephen Gossett Stephen Gossett
Updated on April 10, 2025

4 Steps to Company-Wide Data Literacy

And why you can’t afford to drag your feet.

4 Steps to Company-Wide Data Literacy
How to Build a Successful Data Science Workflow
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Michael Hines Michael Hines
Updated on April 10, 2025

How Neuroscientists Are Helping Brands Create More Effective Ads

Neurological and physiological data gathered in research laboratories is changing the way ads are made.

How Neuroscientists Are Helping Brands Create More Effective Ads
Brigid Hogan Brigid Hogan
Updated on April 10, 2025

‘A New Program Supporting Startups’: Inside Merck Digital Sciences Studio

What happens when an industry-leading biopharma company and early-stage startups collide? Merck Digital Sciences Studios comes to life. Built In dives into the details.

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