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How ML System Design helps us to make better ML products

Xebia

With the industry moving towards end-to-end ML teams to enable them to implement MLOPs practices, it is paramount to look past the model and view the entire system around your machine learning model. The classic article on Hidden Technical Debt in Machine Learning Systems explains how small the model is compared to the system it operates in.

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How Cloud Security Influences IoT Security

Xebia

So, let’s talk more about what are the issues that cloud systems that handle IoT devices face and what are the potential solutions to them. However, the same level of security improvements have not been done on the backend systems monitoring and maintaining these devices. . The cloud services behind the devices are not.

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Consider This Defense Science Board Warning In Light of The OPM Hack

CTOvision

The Defense Science Board Report of January 2013 on the resilience of DoD systems to cyber attack. Read on for more about what the DSB reported as the threat to military systems. It is also available at: Resilient Military Systems and the Advanced Cyber Threat. Here are more details: .

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New live online training courses

O'Reilly Media - Ideas

Reinforcement Learning: Building Recommender Systems , August 16. Ken Blanchard on Leading at a Higher Level: 4 Keys to Creating a High Performing Organization , June 13. Performance Goals for Growth , July 31. Pythonic design patterns , June 27. Advanced Test-Driven Development (TDD) , June 27. Blockchain.

Course 68
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219+ live online training courses opened for June and July

O'Reilly Media - Ideas

Reinforcement Learning: Building Recommender Systems , August 16. Ken Blanchard on Leading at a Higher Level: 4 Keys to Creating a High Performing Organization , June 13. Performance Goals for Growth , July 31. Pythonic design patterns , June 27. Advanced Test-Driven Development (TDD) , June 27. Blockchain.

Course 50
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Daily Crunch: Raba Partnership leads $2.1M seed round for African fintech startup Thepeer

TechCrunch

might never know that tweets were once an exercise in self-editing, thanks to Twitter’s new feature — Twitter Notes — that would support the publishing of long-form content on the platform. Mac attack: Brian reviewed Apple’s M2-powered 13-inch MacBook Pro. But I’m old. New tweeters (twitterers?) Sarah has the story.

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AoAD2 Practice: Simple Design

James Shore

To share your thoughts, join the AoAD2 open review mailing list. Venners: [ Design Patterns ] says, “The key to maximizing reuse lies in anticipating new requirements and changes to existing requirements, and in designing your systems so they can evolve accordingly. You can almost do this as an exercise.