Artificial intelligence is software that performs tasks without human intervention or minimal intervention. To achieve this, developers and data scientists implement machine learning (ML) processes. These are essentially complex algorithms that teach machines various learning techniques.

A notable sub-field of ML is deep learning (DL), which has been said to significantly aid the development of various autonomous capabilities of AI..

Many businesses struggle to make the right decisions, even with having experts in different fields, despite business goals and objectives. With the massive database, it is often difficult to classify and make accurate decisions with predictive analytics. Therefore, decision trees are one of the most sought-after algorithms for effectively making critical decisions. It does not mean that the algorithms are complicated, but they are understandable to others..

High performance computing (HPC) enables you to leverage parallel processing for performing complex calculations. You can do that on-premises or in the cloud. All top cloud vendors, like Azure, AWS, GCP, and IBM, provide HPC offerings. This article explains what is HPC, why it’s important, what is the difference between HPC services, and what are the benefits of using cloud-based HPC.