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Rethinking the IT talent pipeline

CIO

Amanda Merola had zero technical background when she came to The Hartford in 2015, despite a natural interest in computers and a proclivity for problem-solving. You used to be able to buy people or rely on the education system to pull people through so there was a ready supply of trained technical people.

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Data Collection for Machine Learning: Steps, Methods, and Best Practices

Altexsoft

While today’s world abounds with data, gathering valuable information presents a lot of organizational and technical challenges, which we are going to address in this article. We’ll particularly explore data collection approaches and tools for analytics and machine learning projects. What is data collection?

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Architect defense-in-depth security for generative AI applications using the OWASP Top 10 for LLMs

AWS Machine Learning - AI

What operational and technical best practices can I integrate into how my organization builds generative AI LLM applications to manage risk and increase confidence in generative AI applications using LLMs? What are some ways to implement security and privacy controls in the development lifecycle for generative AI LLM applications on AWS?

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Technology Trends for 2024

O'Reilly Media - Ideas

That may or may not be advisable for career development, but it’s a reality that businesses built on training and learning have to acknowledge. 1 That makes sense, given the more technical nature of our audience. Data analysis and databases Data engineering was by far the most heavily used topic in this category; it showed a 3.6%

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