# data science machine (blogs) — RSS Amplifier Recent posts from the 2 feeds in the RSS Amplifier directory that cover data science machine. Page: Feed: --- ## [Deep Past Challenge: Lessons from Kaggle’s Akkadian-to-English Translation Competition](https://jovyan.substack.com/p/deep-past-challenge-lessons-from) _2026-04-10 · Lam · Jovyan AI’s blog_ How top teams translated 4000 years-old Assyrian tablets into modern English, and what the competition revealed about data engineering under low-resource, noisy conditions. ## [Jovyan 1.13: Broader built-in methodology, sharper focus.](https://jovyan.substack.com/p/jovyan-113-broader-built-in-methodology) _2026-02-20 · Lam · Jovyan AI’s blog_ Introducing built-in data science and machine learning skills, plus a to-do list that keeps Jovyan focused and reliable on long, complex tasks. ## [Jovyan 1.12: resilient workflows, better tasks completions UX, clearer notebook diffs](https://jovyan.substack.com/p/jovyan-112-resilient-workflows-safer) _2026-02-12 · Lam · Jovyan AI’s blog_ Orchestrated workflows are powerful, but only if you can trust them. Jovyan 1.12 makes multi-step tasks resilient to VS Code restarts, adds an explicit approval checkpoint before a task is considered ## [Survival guide to data cleaning](https://jovyan.substack.com/p/survival-guide-to-data-cleaning) _2026-02-06 · Lam · Jovyan AI’s blog_ In the previous article, we have discussed data cleaning from first principles. This article develops best practices to make the data cleaning more efficient and less tedious. ## [Jovyan 1.11: Python Interactive Windows and Smart Interruption](https://jovyan.substack.com/p/jovyan-111-python-interactive-windows) _2026-02-05 · Lam · Jovyan AI’s blog_ We are releasing Jovyan 1.11 today. This update isn’t about adding more generative power; it’s about fixing the friction between how AI agents typically work and how data scientists actually work. ## [Data Cleaning in data science context](https://jovyan.substack.com/p/data-cleaning-in-data-science-context) _2026-01-30 · Lam · Jovyan AI’s blog_ Many data scientists suffer from data cleaning, but few truly understand why. In this article we discuss data cleaning from 1st principles and debunk common misconceptions. (10 min read) ## [Jovyan 1.10 - A dedicated Data Cleaning agent, smarter agent handoffs, and smoother daily workflows](https://jovyan.substack.com/p/jovyan-110-a-dedicated-data-cleaning) _2026-01-29 · Lam · Jovyan AI’s blog_ This release added new specialized agent for data cleaning tasks, while improving collaboration between different agents. ## [Meet Jovyan: AI agents that supercharge data science](https://jovyan.substack.com/p/meet-jovyan-ai-agents-that-supercharge) _2025-10-30 · Lam · Jovyan AI’s blog_ Data science teams spent 80% of their time in manual, repetitive “glue work”. Jovyan AI exists to give that time back so teams can ship more impactful works, faster.