In any application integration, data migration and in general, any data management initiative, data mapping is one of the most critical steps. One could even argue that the integrations project success depends largely on correct mapping of source to target data. So, let’s review what the data mapping best practices are: the types, the common approaches as well as the useful data mapping tools.

Amazon Redshift is one of the leading big data management services that any business can use to extract, transform and load data for various business uses. Amazon’s AWS platform is designed to help with that by providing access to Amazon Redshift with scalable AWS services. Redshift is complex, which gives you a lot of customization options but can also be harder to optimize without help. Here are 10 Amazon Redshift performance tips to maximize your Amazon Redshift experience.

Machine learning (ML) is the area of artificial intelligence (AI) that focuses on how algorithms learn to change and grow. This emerging technology is already a big part of modern life, such as the automation of various tasks and voice-activated technologies. ML is closely linked to big data, data mining, data analytics, and various other aspects of data management.

In recent years, Ethical AI has become an area of increased importance to organisations. Advances in the development and application of Machine Learning (ML) and Deep Learning (DL) algorithms, require greater care to ensure that the ethics embedded in previous rule-based systems are not lost. This has led to Ethical AI being an increasingly popular search term and the subject of many industry analyst reports and papers.

Sauce Labs is excited to announce a new integration with Sumo Logic, the Sauce Labs App! We first announced our partnership with Sumo Logic last year, and are now pleased to share the news of this integration, one that delivers standardized charts and tables to provide an overview of how certain tests and applications are running.

During the information age, and throughout the 4th industrial revolution, technology, data and information were in abundance. But, soon came the realization that technology and access to all of the data and information, by itself, was not the solution.

From high shipping costs to confusing checkout processes and forcing visitors to create accounts, 40+ eCommerce pros share the top causes for shopping cart abandonment.

A simple example of online audience engagement could be a livestream with a host and a chat system for audience members to interact with each other in realtime. Other audience engagement solutions include features such as chat or Q&A for participants to communicate while sharing an experience, such as a Watch Party, and polls, quizzes, and leaderboards.

It’s no secret that it’s much cheaper to retain a customer than get a new one — 5 times cheaper, according to Forbes. The paradigm however seems to be changing: retaining is not enough when there are a lot of easily reachable competitors out there. You need to go one step further: make customers loyal.

Guest writer Milica Aleksic shares her tips for making the switch from web to mobile development using React Native.