Leveraging Unstructured Data with Cloud Dataproc on Google Cloud Platform em PortuguAs Brasileiro

Nesta especializaAAo on-line intensiva de cinco semanas, os participantes terAo uma introduAAo prAtica sobre como projetar e criar sistemas de processamento de dados no Google Cloud Platform. Por meio de uma combinaAAo de apresentaAAes, demonstraAAes e laboratArios prAticos, os participantes aprenderAo a projetar sistemas de processamento de dados, criar canais completos e anAlises de dados e desenvolver soluAAes de aprendizado de mAquina. Neste curso, abordamos dados estruturados, nAo estruturados e de streaming.Neste curso, os participantes irAo adquirir as seguintes habilidades:" projetar e

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Course Description

Este curso intensivo de uma semana baseia-se nos cursos anteriores da especializaAAo Data Engineering on Google Cloud Platform. Por meio de videoaulas, demonstraAAes e laboratArios prAticos, vocA aprenderA a criar e gerenciar clusters de computaAAo para executar jobs do Hadoop, Spark, Pig e/ou Hive no Google Cloud Platform.VocA tambAm aprenderA a acessar vArias opAAes de armazenamento em nuvem dos clusters de computaAAo e integrar os recursos de machine learning do Google aos respectivos programas de anAlise.Nos laboratArios prAticos, vocA criarA e gerenciarA os clusters do Dataproc usando o console da Web e a CLI e usarA o cluster para executar jobs do Spark e Pig. Depois vocA criarA notebooks iPython que sAo integrados ao BigQuery e ao armazenamento e utilizarA o Spark. Por fim, vocA integrarA as APIs de machine learning A anAlise de dados.PrA-requisitos- NoAAes bAsicas de Big Data e Machine Learning do Google Cloud Platform (ou experiAncia equivalente)- Algum conhecimento de Python

Time: 13h

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Google Cloud Training

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The Google Cloud Training team is responsible for developing, delivering and evaluating training that enables our enterprise customers and partners to use our products and solution offerings in an effective and impactful way. Google Cloud helps millions of organizations empower their employees, serve their customers, and build what's next for their businesses with innovative technology created in-and for-the cloud. Our products are engineered for security, reliability, and scalability, running the full stack from infrastructure to applications to devices and hardware. Our teams are dedicated to helping customers apply our technologies to create success.