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Article: Agile Development Applied to Machine Learning Projects

InfoQ Culture Methods

Machine learning is a powerful new tool, but how does it fit in your agile development? Developing ML with agile has a few challenges that new teams coming up in the space need to be prepared for - from new roles like Data Scientists to concerns in reproducibility and dependency management. By Jay Palat.

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Bringing AIOps to Machine Learning & Analytics

Cloudera

We learned a lot about data center automation based on real-time application and diagnostic feedback using applied machine learning. Witnessing these challenges, we focused on solving them through machine learning applied to workload and cluster optimization.

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Article: How I Contributed as a Tester to a Machine Learning System: Opportunities, Challenges and Learnings

InfoQ Culture Methods

Have you ever wondered about systems based on machine learning? In those cases, testing takes a backseat. And even if testing is done, it’s done mostly by developers itself. A tester’s role is not clearly portrayed. Testers usually struggle to understand ML-based systems and explore what contributions they can make.

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Article: Using Machine Learning for Fast Test Feedback to Developers and Test Suite Optimization

InfoQ Culture Methods

Software testing, especially in large scale projects, is a time intensive process. Test suites may be computationally expensive, compete with each other for available hardware, or simply be so large as to cause considerable delay until their results are available.

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Is the power of people skills enough to keep gen AI in check?

CIO

That untruth has lived for a long time but it’s going to start running out of oxygen very quickly, though there are some hard-core engineering cultures that hang on to that mystique and worship the ability to be these grumpy know-it-alls.” You can think of large language models as just another SaaS service, to an extent.”

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CodeSignal secures $50M for its tech hiring platform

TechCrunch

Hiring engineers is “mission critical” for technology companies, but what became more obvious to her was that engineering functions have become necessary for all companies, Achadjian explained. Their traction was undeniable, and many of our portfolio companies were using CodeSignal,” she added.

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A Software Engineering Career Ladder

James Shore

What I’m really doing is changing the engineering culture at OpenSesame. Culture doesn’t change easily. I’m hoping this will help direct people to new behaviors, which will in turn start to change the engineering culture. Bigger than a breadbox, anyway. It tends to snap back. This makes room for a lot more skills.