Knowledge base

APIs are a powerful, well established, and efficient way to expose data and decouple complexity of applications from the outside world. At a certain point, your organization will need to share your data and the most pragmatic way is through an API (not an SFTP or excel). In this article, we will summarize how to build an API and expose your data to the outside world in Azure.

What is concept drift? Concept drift is a problematic phenomenon in which a predictive model’s performance degrades over time due to changes in its environment. To illustrate, a model is trained on historical data and is used to make predictions on unseen data. This model maps the relationship between the input features and the target variable. However, over time, this learned relationship is bound to change.

What is “Delta Lake”?  Delta Lake is an open-format storage layer that delivers reliability, security, and performance on data lakes for streaming and batch operations.  Off-the-shelf key features of Delta lake are 

We just came back from the Data & AI Summit in US. This year it was held in San Francisco with 5000 in-person attendees being joined by more than 70000 virtual attendees. Here are our learning of this event

(written by Justin Zwijns - element61 Trainee in 2022)  

(written by Justin Zwijns - element61 Trainee in 2022) What is process advisor? As a business user, you can use a process advisor as a tool for process mining.

(written by Justin Zwijns - element61 Trainee in 2022) What are “Power BI Goals”? Power BI Goals is a simple way to track KPIs against specified targets.

Several tools are available on the market that allow for data annotation. In this article, we will specifically focus on image labeling tools which enable computers to understand digital images or videos also known as computer vision technology. Since the image labeling tool landscape is wide and varied, we will compare six image labeling tools based on six different dimensions.

While the impact of COVID 19 continues to be, devastating, the pandemic is also a major turning point in various aspects of the life of both people and organisations. The digital acceleration triggered by the COVID 19 pandemic is undoubtedly one of the developments impacting almost everyone, without boundaries of age, colour, nationality or limitations, including organisations, profit or non-profit, small, large or multinational, traditional craftsmanship or virtual start-up business.