Systems | Development | Analytics | API | Testing

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Machine Learning Operations (MLOps) Practices in WSO2 Choreo

MLOps also known as Machine Learning Operations is a core function of Machine Learning engineering, focused on streamlining the process of taking machine learning models to production, and then maintaining and monitoring them. MLOps is a collaborative function, often comprising data scientists, devops engineers, and IT. In this video, you can learn about the basics of MLOps and its applications in Choreo.

Channel subscription now possible with new Python Realtime SDK

Python is a popular programming language known for its simplicity and versatility. It's commonly used for web development, data analysis, and automation. While it's not usually associated with client-side development, it can be useful in scenarios where server-side applications need to exchange data in realtime. This is why we’ve released a new Python Realtime SDK component that enables developers to integrate Ably's realtime functionality into their Python applications.

Why You Shouldn't Skimp on Both Functional and Visual UI Testing

There are many components to a successful web testing strategy, but one of the most often overlooked is the importance of visual UI testing in addition to functional testing. Most teams will focus on one over the other, but to truly catch as many bugs as possible, you’ll need to incorporate both. First, you need to understand what the difference is and why they’re both needed.

Healthcare leader uses AI insights to boost data pipeline efficiency

One of the largest health insurance providers in the United States uses Unravel to ensure that its business-critical data applications are optimized for performance, reliability, and cost in its development environment—before they go live in production. Data and data-driven statistical analysis have always been at the core of health insurance.

From Excel to API in minutes

Read data from an Excel file and host that data in a REST API in minutes by using a low-code platform. You can create your own application that will retrieve data from any Excel file. Easily write that data to a new file, apply enrichment and transformation, write it to a database or host it directly on a REST API. How to quickly create an API? Or an integration application? Why not give Low-Code platforms a try?

Simple REST API Creation for Data Distribution

This is a short, real-world example of how a REST API can be created using Linx. The API will allow for data retrieval from a database. You can create endpoints using a wizard. Linx is a general-purpose, low-code platform for backends. Developers use Linx to build, test, deploy and manage backend solutions such as APIs, integrations and automation.

Quickly create a CRUD API using Low-Code

Quickly create a Create, Read, Update Delete API using low-code. How to quickly create robust and flexible CRUD APIs to take care of your BI data loading needs. Linx is a general-purpose, low-code platform for backends. Developers use Linx to build, test, deploy and manage backend solutions such as APIs, integrations and automation.

Why low latency is essential for sports, media, and entertainment companies trying to deliver realtime updates at scale

Latency is a technical term that, even for the people who use it every day, tends to feel abstract. When a metric calls for measurement by the millisecond, it’s easy to forget just how valuable each millisecond is. But if your application promises to deliver realtime updates – especially in the sports, media, and entertainment industries – low latency has to become a high priority and the experience your users have with latency needs to be vivid.

The Future of API Gateways on Kubernetes

The exponential growth of the Internet and cloud computing has given rise to applications that are smaller, more distributed, and designed for highly dynamic environments capable of rapidly scaling up or down as needed. These applications have pushed the demand for modern API management product architectures that can leverage cloud native capabilities to achieve scalability, resilience, agility, and cost efficiency.