What is the purpose of Ethereum virtual machine?

Could you please elaborate on the significance of the Ethereum Virtual Machine? What are its core functionalities and how does it contribute to the Ethereum blockchain ecosystem? Additionally, how does it differ from traditional computing virtual machines, and what advantages does it offer in the context of decentralized applications and smart contracts? I'm interested in understanding its role in enabling the execution of complex operations and transactions on the Ethereum network.