Informações sobre o curso: Want to know how to query and process petabytes of data in seconds? Curious about data analysis that scales automatically as your data grows? Welcome to the Data Insights course! This 1-week, accelerated online course teaches participants how to derive insights through data analysis and visualization using the Google Cloud Platform. The course features interactive scenarios and hands-on labs where participants explore, mine, load, visualize, and extract insights from diverse Google BigQuery datasets. The course covers data loading, querying, schema modeling, optimizing performance, query pricing, and data visualization. PREREQUISITES To get the most out of this course, participants must complete the prior courses in this specialization: • Exploring and Preparing your Data • Storing and Visualizing your Data • Architecture and Performance

Para quem é direcionado este curso: • Data Analysts, Business Analysts, Business Intelligence professionals • Cloud Data Engineers who will be partnering with Data Analysts to build scalable data solutions on Google Cloud Platform

Desenvolvido por: Google Cloud

Informações básicas	Curso 4 de 4 no From Data to Insights with Google Cloud Platform Specialization
Nível	Intermediate
Compromisso	1 week of study, 5-7 hours/week
Idioma	English
Requisitos de hardware	You'll need a desktop web browser to run this course's interactive labs via Qwiklabs.
Como ser aprovado	Seja aprovado em todas as tarefas para concluir o curso.
Classificação do usuário	4.7 estrelas Classificação média do usuário 4.7Veja o que os aprendizes disseram

Visualizar

Programa

SEMANA 1

Module 16: Notebooks in the Cloud

In this module we’re going to dive into one of the most important tools for data scientists: the collaborative notebook on the cloud. As you’ll soon see, notebooks are a great way of breaking down a big data or ML problem into distinct and repeatable steps.

9 videos, 1 reading

Vídeo: Demo: Cloud Datalab with BigQuery and Google Analytics
Vídeo: Accessing BigQuery datasets from Cloud Datalab
Vídeo: Visualizing Datasets in Charts
Vídeo: Practice Reading ML Models - Intro
Reading: ML Notebook Example
Vídeo: Demo: Using ML to Map Manhattan
Vídeo: Module Summary
Vídeo: Lab Intro
LTI Item: Qwiklabs – Connecting BigQuery to Cloud Datalab
Vídeo: Lab Walkthrough

Nota atribuída: Notebooks in the Cloud

Module 17: Intro to Machine Learning

In this module we’ll explore an overview of what Machine Learning is from a high-level theoretical perspective and then tour how ML has become part of the culture here at Google. After that we will dive into pre-built and pre-trained ML models that we can access (like image recognition and sentiment analysis) within Cloud Datalab.

7 videos

Vídeo: Pre-Trained ML Models
Vídeo: Demo: Cloud Translate and Vision APIs
Discussion Prompt: Explore the Cloud Vision API
Vídeo: Demo: Natural Language Processing API
Discussion Prompt: Explore the Language APIs
Vídeo: Lab Overview
LTI Item: Qwiklabs – Practice with ML APIs within Cloud Datalab
Vídeo: Lab Walkthrough
Vídeo: Advancing from Data Analysis to Data Science

Nota atribuída: Intro to Machine Learning

Module 18: Cloud Datalab ML Toolbox

Now that you have an understanding of what Machine Learning is and what it can do, let’s continue to build your skillset with more hands on practice with ML models in Cloud Datalab. This module is about Cloud Datalab’s ML Toolbox which provides a friendly abstraction layer instead of writing TensorFlow ML code.

11 videos

Vídeo: End-to-end ML Phases Overview
Vídeo: Model Training
Vídeo: Model Evaluation
Vídeo: Model Prediction
Vídeo: Model Training with the Cloud
Vídeo: Model Evaluation with Cloud Dataflow
Vídeo: Model Prediction and Deployment with CMLE
Vídeo: Model Monitoring with CMLE
Vídeo: Lab Overview
LTI Item: Qwiklabs – End-to-End ML Practice with ML Toolbox
Vídeo: Lab Walkthrough

Nota atribuída: Cloud ML Toolbox

Perguntas frequentes

Posso visualizar o conteúdo de um curso antes de me inscrever?

Quando terei acesso aos vídeos do curso e às tarefas?

O que obtenho ao me inscrever?

E se eu precisar de tempo adicional para concluir o curso?

Quando receberei meu Certificado de Curso?

Por que não posso fazer este curso como ouvinte?

Como funciona a política de reembolso?Como funciona a política de reembolso?

Existe algum auxílio financeiro disponível?

Como funciona

Coursework

Each course is like an interactive textbook, featuring pre-recorded videos, quizzes and projects.

Help from Your Peers

Connect with thousands of other learners and debate ideas, discuss course material, and get help mastering concepts.

Certificates

Earn official recognition for your work, and share your success with friends, colleagues, and employers.

Desenvolvedores

Google Cloud

We help 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.

Custo

	Comprar curso
Acesso aos materiais do curso	Disponível
Acesso a materiais valendo nota	Disponível
Receba uma nota final	Disponível
Obtenha um Certificado de Curso compartilhável	Disponível