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Short-Circuiting in JavaScript

In JavaScript, short-circuiting refers to the partial evaluation of expressions to avoid unnecessary computation. This blog post describes the short-circuiting operators and assignments in JavaScript and how to use them. Short-Circuiting Operators: &&, ||, and ?? Short-circuiting operators only evaluate the right side of an expression when...

A Schema Architecture for Microservices

Message and Event payload validation has been a rather thorny problem ever since extensible data structures (XML, JSON, YAML...) started to be used at scale. In fact, very little progress has been made since the good old days of DTDs. Schema definition languages such as XML-schema, json-schema, or even the OpenAPI schema are unfamiliar to most developers...

Machine Learning Interview With Gema Parreño, Lead Data Scientist at Apiumhub

Today we have interviewed our Gema Parreño, Lead Data Scientist at a software development company, Apiumhub, where she develops Data-Driven Solutions. She is passionate about the intersection of machine learning and games, and has had her own startup, contributed to the open source space in the StarCraft machine learning project, and had an experience...

Accelerating Candidate Generation in Recommender Systems Using Milvus Paired With PaddlePaddle

If you have experience developing a recommender system, you are likely to have fallen victim to at least one of the following: The system is extremely slow when returning results due to the tremendous amount of datasets. Newly inserted data cannot be processed in real-time for search or query. Deployment of the recommender system is daunting....

Five Data Quality Tools You Should Know

Data quality ensures that an organization’s data is accurate, consistent, complete, and reliable. The quality of the data dictates how useful it is to the enterprise. Ensuring data quality—especially with the sheer amount of data available to today’s enterprises—is a tremendously complex beast. To do this effectively, the modern enterprise relies on...

Edge Medical Diagnosis - Example architecture with GitOps

In our previous article from this series we talked about the example predictive analysis architecture found in an edge medical diagnosis solution for the healthcare industry. The process was laid out how we approached the use case and how portfolio solutions are the base for researching a generic architecture. It continued by discussion how we approached...

Database Sizing and Capacity Planning: A Step-by-Step Example

Anyone steeped in the art of database capacity planning knows that there is often far more to it than meets the eye. It requires operational knowledge and experience of the systems involved. My article on Why Database Sizing Is So Hard? provides some general guidance on how to approach the challenge. But how does it apply in real-world scenarios? Here,...

Securing Serverless Architectures [Infographics]

Serverless reduces a lot of operational burdens, but a secure architecture is still your responsibility. From web threats over IAM principles to auditing and monitoring, learn more about securing serverless architectures in this 2-parter infographic:

DevOps Services Pricing: AWS vs Azure vs Google Cloud

Cloud computing has rapidly become a strong driving factor for companies worldwide, as software is transferred out of in-house data centers in an effort to modernize, reduce costs, and boost agility. Businesses more and more use it as an all-in-one solution, a model in which a third-party supplier comprises and manages a customer’s fundamental infrastructure....

Automate Data Transformation Using IBM App Connect

IBM App Connect has introduced a new Artificial Intelligence (AI) feature that is capable of auto-generating data transformation expressions, and that helps accelerate your integration flow-building experience. Data Mapping remains a fundamental part of integration development, but it takes time. An increasing number of applications, lack of naming...

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