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Leverage cloud-based machine learning services

From Serverless Machine Learning in Action by Carl Osipov

Build your own streaming systems

From Grokking Streaming Systems by Josh Fischer and Ning Wang

Introducing the OpenAPI Specification

From Designing APIs with Swagger and OpenAPI by Josh Poenlat

This article covers:

  Informal vs Formal descriptions

  Learning about the OpenAPI specification

  Learning about YAML ( as a easier-to-write JSON )

  Describing our first GET operation

Organize your logs

From Unified Logging with Fluentd by Phil Wilkins

Cross-platform web development with ASP.NET Core

From ASP.NET Core in Action, Second Edition by Andrew Lock

Capability-Based Security and Macaroons

From API Security in Action by Neil Madden

In this article, you’ll implement capability-based access control techniques that enable secure sharing by taking the principle of least authority (POLA) to its logical conclusion and allowing fine-grained control over access to individual resources. Along the way, you’ll see how capabilities prevent a general category of attacks against APIs known as confused deputy attacks.

Getting to Know Knative

From Knative in Action by Jacques Chester

This article introduces Knative and explores its function(s) and best use.

Gathering Data at Scale for Real-World AI

From AI as a Service by Peter Elger and Eóin Shanaghy

This article discusses gathering data for real-world AI projects and platforms.

Exploring the useEffect API with Easy Examples

From React Hooks in Action by John Larsen

Some of our React components are super-friendly, reaching out to say “hi” to APIs and services outside of React. Although they’re eternally optimistic and like to think the best of all those they meet, there are some safeguards to be followed. In this article, we’ll look at setting up side effects in ways that won’t get out of hand. In particular, we’ll explore these four scenarios:

§ Running side effects after every render

§ Running an effect only when a component mounts

§ Cleaning up side effects by returning a function

§ Controlling when an effect runs by specifying dependencies

To focus on the API we’ll create some easy component examples. First up, let’s say “Bonjour, les side-effects.”

Applying AI to Existing Platforms

From AI as a Service by Peter Elger and Eóin Shanaghy

This article discusses how to add AI to existing platforms.

 

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