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Article: Testing Machine Learning: Insight and Experience from Using Simulators to Test Trained Functionality

InfoQ Culture Methods

When testing machine learning systems, we must apply existing test processes and methods differently. Machine Learning applications consist of a few lines of code, with complex networks of weighted data points that form the implementation.

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Article: Using Patterns to Drive a Transformation towards Agility - Practical Insights from Large Companies

InfoQ Culture Methods

In the DACH region, a community of transformation leaders from about 30 companies started “DACH30” sessions where they share experiences and insights from their efforts to help their companies become more agile.

Agile 93
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Article: 7 Key Insights of Product Management

InfoQ Culture Methods

What a Product Manager does and how they do it seems like a perennial question, an ongoing discussion, often ending in debate. This changes depending on factors such as the size and culture of the company, the industry or sector, the business model, where the product is in its lifecycle, and the type of product.

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Article: Insights into the Emerging Prevalence of Software Vulnerabilities

InfoQ Culture Methods

The software exploit landscape is constantly evolving and organizations need to be structured to stay ahead of these risks. A solid platform built on software best practices, education, and a good understanding of the threat landscape is critical to a strong defensive posture. By Cynthia Freeney.

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What if we rotate pairs every day?

Martin Fowler

Their article shares the methodology they developed, their observations, and some common fears and insights shared by the participating team members. Initial fears were overcome and teams discovered the benefits of frequently rotating pairs. They learned that pair swapping frequently greatly enhances the benefits of pairing.

Exercises 308
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Salesforce adds Contact Center updates to Service Cloud

CIO

Once the common reasons are identified via the new mining feature, enterprises can develop a knowledge article or train an Einstein Bot to handle the common requests, the company said in a statement. The partnership with AWS is expected to help enterprises boost agents’ productivity and create more informed supervisors, Salesforce said.

Cloud 279
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Article: How Outsourcing Practices Are Changing in 2021: An Industry Insight

InfoQ Culture Methods

This article explores how outsourcing practices are changing in 2021. While security and sustainable outsourcing became the top priorities, cost reduction became a driving factor in outsourcing decisions. The practice of nearshoring is gaining prominence while other practices are becoming obsolete. By Swati Sharm.

Industry 103