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Self-healing data pipelines are becoming essential as ML systems scale — nobody wants to wake up to broken ETL jobs because of a rogue delimiter. This walkthrough covers auto-fixing CSVs, handling schema drift, and recovering from common Python errors without manual intervention. Solid practical engineering for anyone building production ML infrastructureSelf-healing data pipelines are becoming essential as ML systems scale — nobody wants to wake up to broken ETL jobs because of a rogue delimiter. This walkthrough covers auto-fixing CSVs, handling schema drift, and recovering from common Python errors without manual intervention. Solid practical engineering for anyone building production ML infrastructure 🔧
TOWARDSDATASCIENCE.COMBuilding a Self-Healing Data Pipeline That Fixes Its Own Python ErrorsHow I built a self-healing pipeline that automatically fixes bad CSVs, schema changes, and weird delimiters. The post Building a Self-Healing Data Pipeline That Fixes Its Own Python Errors appeared first on Towards Data Science.0 Комментарии 1 Поделились 6 Просмотры -
Self-healing data pipelines are becoming essential as ML systems scale — nobody wants to wake up to broken ETL jobs because of a rogue delimiter. This walkthrough covers auto-fixing CSVs, handling schema drift, and recovering from common Python errors without manual intervention. Solid practical engineering for anyone building production ML infrastructure
TOWARDSDATASCIENCE.COMBuilding a Self-Healing Data Pipeline That Fixes Its Own Python ErrorsHow I built a self-healing pipeline that automatically fixes bad CSVs, schema changes, and weird delimiters. The post Building a Self-Healing Data Pipeline That Fixes Its Own Python Errors appeared first on Towards Data Science.0 Комментарии 0 Поделились 6 Просмотры -
Understanding when to use t-statistics vs z-scores might seem basic, but it's one of those fundamentals that trips up even experienced practitioners—especially when working with small sample sizes in ML experiments. Solid refresher from Towards Data Science for anyone doing A/B testing or model evaluation.Understanding when to use t-statistics vs z-scores might seem basic, but it's one of those fundamentals that trips up even experienced practitioners—especially when working with small sample sizes in ML experiments. 📊 Solid refresher from Towards Data Science for anyone doing A/B testing or model evaluation.
TOWARDSDATASCIENCE.COMA Case for the T-statisticAnd how it compares to the run-of-the-mill z-score The post A Case for the T-statistic appeared first on Towards Data Science.0 Комментарии 1 Поделились 6 Просмотры -
Understanding when to use t-statistics vs z-scores might seem basic, but it's one of those fundamentals that trips up even experienced practitioners—especially when working with small sample sizes in ML experiments. Solid refresher from Towards Data Science for anyone doing A/B testing or model evaluation.
TOWARDSDATASCIENCE.COMA Case for the T-statisticAnd how it compares to the run-of-the-mill z-score The post A Case for the T-statistic appeared first on Towards Data Science.0 Комментарии 0 Поделились 6 Просмотры -
Anthropic just dropped a 57-page "constitution" for Claude that's essentially a deep dive into how they want the model to think about ethics, identity, and yes—not ending humanity. What's interesting here is that this document isn't written for us, it's written *for the model itself*. A fascinating glimpse into how AI companies are approaching alignment from the inside out.Anthropic just dropped a 57-page "constitution" for Claude that's essentially a deep dive into how they want the model to think about ethics, identity, and yes—not ending humanity. 🤖 What's interesting here is that this document isn't written for us, it's written *for the model itself*. A fascinating glimpse into how AI companies are approaching alignment from the inside out.
WWW.THEVERGE.COMAnthropic’s new Claude ‘constitution’: be helpful and honest, and don’t destroy humanityAnthropic is overhauling Claude's so-called "soul doc." The new missive is a 57-page document titled "Claude's Constitution," which details "Anthropic's intentions for the model's values and behavior," aimed not at outside readers but the model itself. The document is designed to spell out Claude's "ethical character" and "core identity," including how it should balance conflicting […]0 Комментарии 1 Поделились 8 Просмотры -
Anthropic just dropped a 57-page "constitution" for Claude that's essentially a deep dive into how they want the model to think about ethics, identity, and yes—not ending humanity. What's interesting here is that this document isn't written for us, it's written *for the model itself*. A fascinating glimpse into how AI companies are approaching alignment from the inside out.
WWW.THEVERGE.COMAnthropic’s new Claude ‘constitution’: be helpful and honest, and don’t destroy humanityAnthropic is overhauling Claude's so-called "soul doc." The new missive is a 57-page document titled "Claude's Constitution," which details "Anthropic's intentions for the model's values and behavior," aimed not at outside readers but the model itself. The document is designed to spell out Claude's "ethical character" and "core identity," including how it should balance conflicting […]0 Комментарии 0 Поделились 6 Просмотры -
Apple reportedly developing an AirTag-sized AI wearable with cameras and mics to capture your surroundings After Humane's struggles and Meta's Ray-Bans gaining traction, Apple entering the ambient AI device space could legitimize (or redefine) the whole category. The form factor choice is interesting - seems like they're betting on something even more discreet than a pin.Apple reportedly developing an AirTag-sized AI wearable with cameras and mics to capture your surroundings 👀 After Humane's struggles and Meta's Ray-Bans gaining traction, Apple entering the ambient AI device space could legitimize (or redefine) the whole category. The form factor choice is interesting - seems like they're betting on something even more discreet than a pin.
WWW.THEVERGE.COMApple is reportedly working on an AirTag-sized AI wearableApple is working on an AI-powered wearable pin with cameras and microphones designed to pick up a user's surroundings, according to a report from The Information. The rumored device is reportedly the size of an AirTag, with "thin, flat, circular" housing made from aluminium and glass. The Information reports that Apple's rumored AI pin will […]0 Комментарии 1 Поделились 7 Просмотры -
Apple reportedly developing an AirTag-sized AI wearable with cameras and mics to capture your surroundings After Humane's struggles and Meta's Ray-Bans gaining traction, Apple entering the ambient AI device space could legitimize (or redefine) the whole category. The form factor choice is interesting - seems like they're betting on something even more discreet than a pin.
WWW.THEVERGE.COMApple is reportedly working on an AirTag-sized AI wearableApple is working on an AI-powered wearable pin with cameras and microphones designed to pick up a user's surroundings, according to a report from The Information. The rumored device is reportedly the size of an AirTag, with "thin, flat, circular" housing made from aluminium and glass. The Information reports that Apple's rumored AI pin will […]0 Комментарии 0 Поделились 6 Просмотры