This article is based on Ballerina Swan Lake Update 4 (2201.4.0).

The human brain is a prediction machine. It sees patterns, then makes predictions from previous experiences. This part of human intelligence has been critical to our survival. For example, many years ago, a forager might have eaten a particular berry, gotten sick, and thus learned the clues that indicate that a berry is poisonous. This would happen automatically—we’d get nauseous when seeing the berry again, which would make us steer clear.

At Keboola, our aim has always been to put the customer first. We strive to be the best self-service data operations platform for companies, so they can get the most out of their data and grow their business fast and smart. Being perfectionists we tend to focus on what’s still not good enough and needs improving.

Between soaring material costs and the impact of inflation, the construction industry has had to practice extra agility and resilience in recent years. Market upheaval, including skills shortages and supply chain disruptions have made financial reporting in the construction industry even more challenging. Manually exporting data into static spreadsheets adds another roadblock–when reports are manually exported or input, information grows stale quickly.

Now you can create and manage your control plane on-prem or on-cloud, regardless of where your data and compute are. We recently announced extensive new orchestration,scheduling, and compute management capabilities for optimizing control of enterprise AI & ML. Machine learning and DevOps practitioners can now fully utilize GPUs for maximal usage with minimal costs.

Choosing between REST API vs RESTful API is pivotal for efficient and scalable business solutions in data integration. Application Programming Interfaces (APIs) are critical in data integration, enabling diverse systems to communicate and data exchange seamlessly. In this landscape, REST (Representational State Transfer) APIs have emerged as a standard, known for their simplicity and effectiveness in handling network requests.

“Subscriptable” is just a fancy way of saying "something you can use square brackets on to get parts from it.” For example, my_list accesses the element at 0 and key, respectively. In Python you can only use square brackets [] to access elements of a list, array, or dictionary. If you try to do the same thing with a function, you get the “function object is not subscriptable” error.

You may have heard the adage of “quality over quantity”, and it seems that Google is taking this saying to heart regarding the quality of apps developers submit to Google Play. Back in November 2023, Google published an article on the Android Developers Blog outlining their intent to improve the quality of Android apps in the Play Store. In this article, we’ll take a look at how things were, and what the upcoming changes mean for developers who want to publish to the Google Play store.

Governments collect more data than any other type of entity on the planet, yet their ability to use data to serve citizens more effectively has always been limited. Regulatory compliance, budgetary constraints, reliance on legacy systems and internal resistance to change all play a role. That’s why when it comes to adopting new technologies, public agencies tend to lag behind the private sector by 18 to 24 months—and often longer.

This article is based on Ballerina Swan Lake Update 6 (2201.6.0).