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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. Most teams approach this like traditional software development but quickly discover it’s a fundamentally different beast. Leadership gets excited.

Testing 174
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Manage concurrent write conflicts in Apache Iceberg on the AWS Glue Data Catalog

AWS Big Data

Implementation patterns Implementing robust concurrent write handling in Iceberg requires different strategies depending on the conflict type and use case. It includes exponential backoff and jitter strategy by adding a random delay of 025% to each retry interval. He is responsible for building software artifacts to help customers.

Snapshot 138
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Defining Simplicity for Enterprise Software as “a 10 Year Old Can Demo it”

Cloudera

During the development of Operational Database and Replication Manager, I kept telling folks across the team it has to be “so simple that a 10 year old can demo it”. so simple that a 10 year old can demo it”. Watch this: Enterprise Software that is so easy a 10 year old can demo it. of clicks to set up their product, . #

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What you need to know about product management for AI

O'Reilly on Data

If you’re already a software product manager (PM), you have a head start on becoming a PM for artificial intelligence (AI) or machine learning (ML). Why AI software development is different. This shift requires a fundamental change in your software engineering practice.

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Easily Build an Optimization App and Empower Your Data

Speaker: Gertjan de Lange

If the last few years have illustrated one thing, it’s that modeling techniques, forecasting strategies, and data optimization are imperative for solving complex business problems and weathering uncertainty. See how an end-user runs the new model from their browser device, with no other software needed.

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Top 5 Data-Driven Lease Accounting Software Solutions

Smart Data Collective

Accountants are using new software with sophisticated machine learning algorithms to better address the nuances of their situations. There are a lot of data-driven software applications that are designed specifically for lease accountants. The Use of Big Data Software in Lease Accounting. LeaseQuery. Image source: LeaseQuery.

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Elevate your search and analytics skills with the new Amazon OpenSearch Service YouTube channel

AWS Big Data

OpenSearch is a distributed search and analytics suite that is open source, community-driven, Apache License v2 licensed, and governed by the OpenSearch Software Foundation , under the Linux Foundation. Amazon OpenSearch Service is a managed service that makes it straightforward to deploy, operate, and scale OpenSearch domains in AWS.

Analytics 115