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Data Science

Articles, podcasts, talks, and more about Data Science.

LLM-assisted Abbreviation Mining for Legacy Systems

This blog post shows the process of mining abbreviations and discovering first concepts a COBOL legacy mainframe codebase is made of with the help of Large Language Models. It uses Python, pandas and Claude 3.5 Sonnet to generate insights that can be gathered from such a simple thing like a list of files.

Podcast

Data Contracts

API Spezifikationen, aber für Datensätze

Article

How To Build a Data Product with Databricks

Article

Creating data products with Terraform on AWS

Have you heard of data mesh? Are you intrigued by its potential but uncertain how to get started building data mesh and data products? If so, this article outlines a potential approach and delves into the key concepts behind it!

Article

Processing medical study data with Data Mesh technologies

Together with our customer CluePoints, we evaluated new technologies, tools and standards for data storage, data processing, data versioning, and data lineage. These might become useful for refactoring their self-serve data platform.

Article

Data Mesh: Decentralized Data Analytics for Software Engineers

Blog Post

Defect Analysis using pandas

Defect Analysis is a classic analysis technique to get insights into how buggy your system might be. In this blog post, we explore how Defect Analysis works and how we can implement it with a standard data analysis tool from Python: pandas.

Podcast

Software Analytics

Mit Data Science Probleme in der eigenen Software finden

News

Now Live: The Women+ in Data and AI Festival Schedule

News

Neu bei INNOQ: Beratung und Entwicklung im Bereich Data und AI

News

INNOQ launches Data and AI Consulting Services

News

Women+ in Data and AI Summer Festival 2024

News

Women+ in Data and AI Summer Festival

News