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What is explainable AI? The key to closing the AI confidence gap

Dynatrace

In a perfect world, a robust AI model can perform complex tasks while users observe the decision process and audit any errors or concerns. For instance, finance and healthcare applications may need to meet regulatory requirements involving AI tool transparency. Explainable AI methodologies are still in the early stages of development.

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What Is PostgreSQL Used For?

Percona

Data analytics: With the right extensions and configurations, PostgreSQL can support analytical processing and reporting. Industry-specific uses include: E-commerce: Many e-commerce businesses use PostgreSQL to produce, process, and manage product catalogs, customer data, orders, and transactions.

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Software engineering for machine learning: a case study

The Morning Paper

Previously on The Morning Paper we’ve looked at the spread of machine learning through Facebook and Google and some of the lessons learned together with processes and tools to address the challenges arising. A general process. The generic machine learning process looks like this: ( Enlarge ). Today it’s the turn of Microsoft.

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Understanding Flow Distribution – Getting Your Priorities Straight

Tasktop

Set by the workers who know best about the current state of the value stream, as well as the talent and processes needed to support it, Flow Distribution helps development teams to have an important conversation with the business (Product/Line of Business owners) about how trade-offs impact the business. Flow Distribution in Action.

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Organise your engineering teams around the work by reteaming

Abhishek Tiwari

One thing stand-out to me is being intentional and practical about your engineering organisation design. First and foremost, being intentional about organisation design requires good and honest discussions about all possible option. Specialisation could be around products, business process, or technologies. Certainly not.

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Should You Use ClickHouse as a Main Operational Database?

Percona

Processed 4.15 Processed 4.15 Processed 8.19 Processed 8.19 Processed 4.15 Processed 3.05 Processed 8.19 toDate(max(created_utc))??????count()?? count()?? ? 2006-01-01 ? 2018-05-31 ? 4148248585 ? ???????????????????????????????????????????????????????????????????? 1 rows in set. Elapsed: 11.554 sec.

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Generative AI in the Enterprise

O'Reilly

Users and Nonusers AI adoption is in the process of becoming widespread, but it’s still not universal. Until AI reaches 100%, it’s still in the process of adoption. Automating the process of building complex prompts has become common, with patterns like retrieval-augmented generation (RAG) and tools like LangChain. of nonusers.