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Generating Data Dictionary for Excel Files Using OpenPyxl and AI Agents | Towards Data Science
Automate Excel Documentation with AI: Leveraging OpenPyxl and Generative AI to create data dictionaries. Learn how to harness AI agents to add column descriptions and metadata to your Excel files, boosting transparency and collaboration.
We Need a Fourth Law of Robotics in the Age of AI | Towards Data Science
Artificial Intelligence has become a mainstay of our daily lives, revolutionizing industries, accelerating scientific discoveries, and reshaping how we communicate. Yet, alongside its undeniable benefits, AI has also ignited a range of ethical and social dilemmas that our existing regulatory frameworks have struggled to address. Two tragic incidents from late 2024 serve as grim reminders […]
Website Feature Engineering at Scale: PySpark, Python & Snowflake | Towards Data Science
Introduction and Problem Imagine you’re staring at a database containing thousands of merchants across multiple countries, each with its own website. Your goal? Identify the top candidates to partner with in a new business proposal. Manually browsing each site is impossible at scale, so you need an automated way to gauge “how good” each merchant’s […]
How AI Is Rewriting the Day-to-Day of Data Scientists | Towards Data Science
In my past articles, I have explored and compared many AI tools, for example, Google’s Data Science Agent, ChatGPT vs. Claude vs. Gemini for Data Science, DeepSeek V3, etc. However, this is only a small subset of all the AI tools available for data science. Just to name a few that I used at work: […]