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How ML System Design helps us to make better ML products

Xebia

Table of Contents What is Machine Learning System Design? Design Process Clarify requirements Frame problem as an ML task Identify data sources and their availability Model development Serve predictions Observability Iterate on your design What is Machine Learning System Design?

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How Cloud Security Influences IoT Security

Xebia

I keep on finding security issues at IoT vendors cloud services, and that saddens me. That is why I joined Xebia to learn more about cloud security and help IoT vendors to fix security issues with their cloud infrastructure. The default security of our IoT devices are improving. A typical IoT device network.

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Cybersecurity Snapshot: Insights on Hive Ransomware, Supply Chain Security, Risk Metrics, Cloud Security

Tenable

Get the latest on the Hive RaaS threat; the importance of metrics and risk analysis; cloud security’s top threats; supply chain security advice for software buyers; and more! . 2 - CompTIA: Cybersecurity and risk analysis will mesh in 2023. Cybersecurity Measurement (U.S.

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Cybersecurity Snapshot: As ChatGPT Fire Rages, NIST Issues AI Security Guidance

Tenable

Also, check out our ad-hoc poll on cloud security. issues framework for secure AI Concerned that makers and users of artificial intelligence (AI) systems – as well as society at large – lack guidance about the risks and dangers associated with these products, the U.S. Plus, how organizations are balancing AI and data privacy.

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Cybersecurity Snapshot: CSRB Calls Exchange Online Hack “Preventable,” While CISA, Others Warn About XZ Utils Backdoor Vulnerability

Tenable

Check out why the Cyber Safety Review Board has concluded that the Microsoft Exchange Online breach “should have never occurred.” The report states that ‘the intrusion was preventable’ and the Federal government has put its foot down over Microsoft’s repeated cybersecurity failures,” Yoran added. And the U.S. government officials.

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Hardest tech roles to fill (+ solutions!)

Hacker Earth Developers Blog

Software architects . The unicorns of the tech job market, software architects make high-level design choices and define software coding standards. According to research , the Software Architect role has one of the highest talent deficits. Here are a few tips you can follow while hiring a software architect.

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Book Review: Designing Data-Intensive Applications

Henrik Warne

Kleppmann starts by creating a simple database in 2 lines of bash code. Backward compatibility – newer code can read data written by older code. Forward compatibility – older code can read data written by newer code. The Trouble with Distributed Systems. Encoding and Evolution. Both are needed.