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Design effective & reliable machine learning systems!

KDnuggets

Machine Learning System Design: With end-to-end examples is a practical guide for planning and designing successful ML applications. It lays out a clear, repeatable framework for building, maintaining, and improving systems at any scale.

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ITIL Service Design: Principles, Process and Its Importance

Knowledge Hut

It can be difficult to design IT services that meet business needs and customer expectations. The service design module is one of the certifications within ITIL v3 Service Lifecycle workstream. ITIL service design provides a holistic design approach to aid companies deliver better services. What is ITIL Service Design?

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How Systems Thinking Can Be Applied To Agile Transformations

Knowledge Hut

Applying systems thinking views a system as a set of interconnected and interdependent components defined by its limits and more than the sum of their parts (subsystems). When one component of a system is altered, the effects frequently spread across the entire system. are the main objectives of systems thinking.

Systems 98
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A Developer’s Guide to Payment Engine System Design

Ripple Engineering

The RippleX engineering team has published a new whitepaper that provides an overview of the Payment Engine (PE) system, including design concepts and examples. The full whitepaper demonstrates key concepts of the PE system with several examples. Read the full whitepaper here.

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An Overview of Kanban System Examples

Knowledge Hut

In the early 1940s, Toyota automotive in Japan used a simple planning system to manage and control work and inventory at each stage optimally. It is related to lean and just-in-time JIT production, where it is used as a scheduling system to indicate what to produce, when, and how much. How does Kanban System work?

Systems 52
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Fail Safe vs Fail Secure: Top Differences in Locking Systems

Knowledge Hut

I have comprehensively analyzed the area of physical security, particularly the ongoing discussion surrounding fail safe vs fail-safe secure electric strike locking systems. On the other hand, fail-secure systems focus on maintaining continuous security, keeping doors locked even in difficult conditions to protect assets.

Systems 105
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Supporting Diverse ML Systems at Netflix

Netflix Tech

The Machine Learning Platform (MLP) team at Netflix provides an entire ecosystem of tools around Metaflow , an open source machine learning infrastructure framework we started, to empower data scientists and machine learning practitioners to build and manage a variety of ML systems.

Systems 90