Inteligência Artificial e Função como Serviço: Provisionando Aplicações com o AWS Lambda

Abstract

Data can be a valuable resource for companies, as it helps in decision making, performance analysis, and problem-solving. Estimates indicate that an average of 2.5 quintillion bytes of data are generated daily. The use of technology like Artificial Intelligence (AI) is indispensable for extracting useful information from this large amount of data. Companies that provide Cloud Computing services, such as Amazon with its Amazon Web Service (AWS) platform, allow the easy deployment of AI solutions capable of taking advantage of this immense volume of data. An example of these services is AWS Lambda, one of the main tools of what is known as serverless computing. Within this context, this mini-course will introduce the concepts of Function as a Service (FaaS), which encompass the use of AWS Lambda to provision AI applications.

Avaliacao Do Uso Do Tensorflow E Do Pytorch Em Uma Rede Neural Artificial Utilizada Para O Reconhecimento Facial.

“…Um dos campos presentes na IA está o de Aprendizado de Máquina (ou Machine Learning -ML), onde um conjunto de métodos, ou algoritmos, utilizam a probabilidade e a estatística para obter resultados mais satisfatórios em uma tarefa. Entre as diversas abordagens de ML, pode-se destacar as Redes Neurais Artificiais (RNA) (Araújo, et. al.…”