Feature engineering is a crucial part of any ML workflow. At Continual, we believe that it is actually the most impactful part of the ML process and the one that should have the most human intervention applied to it. However, in ML literature, the term is often overloaded among several different topics, and we wanted to provide a bit of guidance for users of Continual in navigating this concept.

Streams are one of the oldest and most misunderstood concepts in Node.js, and that's not a developer's issue. The streams API in Node.js could be kind of hard to understand, which could lead to misunderstandings, wrong usages, and in worst scenarios, memory leaks, performance issues, or weird behavior in your application.

Our valued partner, Deltek is a leading provider of software and information solutions for project-based businesses. Headquartered in Herndon, Virginia, the company leverages its expertise to maximize efficiency and revenue for clients through project intelligence, management, and collaboration.

ChaosSearch addresses critical pain points and overcomes core operational challenges for FinTech companies, allowing them to accelerate application development and streamline their operations in the cloud. The ChaosSearch data lake platform delivers search and relational analytics at scale directly in Amazon S3, with no data movement, no ETL process, and zero administrative overhead.

In this blog post we are going to cover writing a bare-bones API in ASP.NET that can read, write, and delete data from a test database.

According to Statista, global e-commerce sales were worth $4.9 trillion in 2021. With that figure set to increase by 50% over the next 4 years, ensuring customer loyalty is critical. A high repeat purchase rate is key to the success of any e-commerce business. Fortunately, it’s also one of the easiest metrics to track and improve upon.

Many companies find that it is not enough to simply keep up with the competition in their industry. Such well-known organizations as Amazon and Microsoft continually expand their service offerings, making it hard to compete. Innovation continues to be a huge buzzword in the software industry. Tech companies need a reliable way to provide clients with what they need most, which is service wherever and whenever they need it. One industry that does this best is the SaaS (Software as a Service) space.

Whether the enterprise uses dozens or hundreds of data sources for multi-function analytics, all organizations can run into data governance issues. Bad data governance practices lead to data breaches, lawsuits, and regulatory fines — and no enterprise is immune.

The keynote presentation at DataOps Unleashed 2022 featured a roundtable panel discussion on the State of DataOps and the Modern Data Stack. Moderated by Unravel Data Co-Founder and CEO Kunal Agarwal, this session features insights from three investors who have a unique vantage point on what’s changing and emerging in the modern data world, the effects of these changes, and the opportunities being created.

User interface testing (sometimes called graphical user interface testing) involves testing software applications according to what the end user will see on their screen and how they’ll interact with it. For example, can you type in text boxes or click the checkboxes? Are fonts, headers, and other visual elements correct? UI testing can be done manually or with a test automation tool.