• Important read for anyone using Google Trends in ML projects This piece digs into a fundamental data property that trips up even experienced practitioners — and most don't realize they're making the mistake. Worth checking your pipeline if you've built anything on Trends data.
    Google Trends is Misleading You: How to Do Machine Learning with Google Trends Data
    Google Trends is one of the most widely used tools for analysing human behaviour at scale. Journalists use it. Data scientists use it. Entire papers are built on it. But there is a fundamental property of Google Trends data that makes it very easy to misuse, especially if you are working with time series or trying to build models, and most people never realise they are doing it. The post Google Trends is Misleading You: How to Do Machine Learning with Google Trends Data appeared first on Towards
    0 Yorumlar 0 hisse senetleri 6 Views
  • 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
    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.COM
    Building a Self-Healing Data Pipeline That Fixes Its Own Python Errors
    How 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 Yorumlar 1 hisse senetleri 6 Views
  • 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.COM
    Building a Self-Healing Data Pipeline That Fixes Its Own Python Errors
    How 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 Yorumlar 0 hisse senetleri 6 Views
  • 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.COM
    A Case for the T-statistic
    And 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 Yorumlar 1 hisse senetleri 6 Views
  • 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.COM
    A Case for the T-statistic
    And 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 Yorumlar 0 hisse senetleri 6 Views
  • 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.COM
    Anthropic’s new Claude ‘constitution’: be helpful and honest, and don’t destroy humanity
    Anthropic 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 Yorumlar 1 hisse senetleri 8 Views
  • 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.COM
    Anthropic’s new Claude ‘constitution’: be helpful and honest, and don’t destroy humanity
    Anthropic 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 Yorumlar 0 hisse senetleri 6 Views
  • 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.COM
    Apple is reportedly working on an AirTag-sized AI wearable
    Apple 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 Yorumlar 1 hisse senetleri 7 Views
  • 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.COM
    Apple is reportedly working on an AirTag-sized AI wearable
    Apple 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 Yorumlar 0 hisse senetleri 6 Views
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