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Escaping POC Purgatory: Evaluation-Driven Development for AI Systems

O'Reilly on Data

Someone hacks together a quick demo with ChatGPT and LlamaIndex. The system is inconsistent, slow, hallucinatingand that amazing demo starts collecting digital dust. Check out the graph belowsee how excitement for traditional software builds steadily while GenAI starts with a flashy demo and then hits a wall of challenges?

Testing 168
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Three Emerging Analytics Products Derived from Value-driven Data Innovation and Insights Discovery in the Enterprise

Rocket-Powered Data Science

I recently saw an informal online survey that asked users which types of data (tabular, text, images, or “other”) are being used in their organization’s analytics applications. The results showed that (among those surveyed) approximately 90% of enterprise analytics applications are being built on tabular data.

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Delivering Low-latency Analytics Products for Business Success

Rocket-Powered Data Science

I recently saw an informal online survey that asked users what types of data (tabular; text; images; or “other”) are being used in their organization’s analytics applications. The results showed that (among those surveyed) approximately 90% of enterprise analytics applications are being built on tabular data.

Analytics 166
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What Are ChatGPT and Its Friends?

O'Reilly on Data

A quick scan of the web will show you lots of things that ChatGPT can do. GPT-3 and GPT-4 are not open source, but are available for free and paid access. GPT-3 and GPT-4 are not open source, but are available for free and paid access. What is it, how does it work, what can it do, and what are the risks of using it?

IT 346
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Next Stop – Predicting on Data with Cloudera Machine Learning

Cloudera

You can read part 1 here and part 2 here , and watch part 3 here. This blog series follows the manufacturing and operations data lifecycle stages of an electric car manufacturer – typically experienced in large, data-driven manufacturing companies. The second blog dealt with creating and managing Data Enrichment pipelines.

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Bizview for Real Estate and Property Management: A Quick Guide

Jet Global

Now more than ever, real-estate businesses must keep a close watch on revenue and liquidity. Fast access to information ensures that managers can spot problems and opportunities quickly when they arise and then address them in a timely manner. Such approaches are gaining popularity as economic uncertainty and volatility are prevalent.

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Pillars of Knowledge, Best Practices for Data Governance

Cloudera

With hackers now working overtime to expose business data or implant ransomware processes, data security is largely IT managers’ top priority. And if data security tops IT concerns, data governance should be their second priority. But it’s still not easy.