What is Cloud Analytics? 6 benefits of using Cloud Analytics
Image credit - https://www.pexels.com/@cookiecutter/ What is Cloud Analytics? Cloud Analytics is the process of performing data analysis operations on a public or private cloud, as opposed to performing analytics operations on your Local Infrastructure. It utilises cloud computing to perform complex analytical and data operations in a much faster and optimised way. E.g., RunPod allows you to utilise GPU/(s) when working on billions of parameters. It would take a long time if it were processed locally. One example of such processing can be word vector embedding, which can take hours on a local CPU can be done in a fraction of the time using GPUs. Cloud Analytics is the way forward in large-scale data processing, as data operations become increasingly complex, such as in the case of LLMs. Some of the more p...
