Like humans, Machine Learning (ML) models can recognize intricate patterns and anticipate the outcome of new data. On some natural language problems, ML models have even surpassed human performance. But much like people, ML models are susceptible to error. For every ML application in the real world, estimating how frequently a model will be inaccurate is essential. Intuitively presenting information and emphasizing the best ways to enhance a model are equally important.

As the name suggests, CBDC is the central bank-issued digital currency. It is an electronic form of sovereign currency that will appear as a liability on a central bank’s balance sheet just like physical currency. Instead of printing money, the central bank, backed by the central government, issues electronic coins or money. CBDCs are not meant to replace cash but to coexist as additional payment methods. CBDCs should be exchangeable at par with cash.

Information that can be seen has always been valuable. Whether it was in the distant past when early humans lived in caves or in the world of data today. Using visuals to support information simply makes it more accessible to its target audience. Today, pictograms and motion graphics are crucial for communicating information. Infographics make life easier and contribute to our knowledge of the world and the information we read.

It is a very well-known fact that if we have to identify sectors that are the most volatile and sensitive to even a small trigger in the social, economic, or political environment, the list will not be complete without the airline industry. Recessions, pandemics, regulations, and the like have hit the airlines like no other, and the industry is turning around slowly and gradually after a big, unprecedented shock.

Machine Learning (ML) and Artificial intelligence (AI) are at the center of the hyper-competitive era in which change occurs with new technologies in the span of a single blink of an eye. Modern innovations like AI, predictive analytics, ML, and other digital disruptors are changing how businesses operate and how customers interact with brands in every sector of the economy. Moments of existential transition are becoming common for organizations.