Este curso rápido de uma semana sob demanda oferece aos participantes uma introdução prática ao design e à criação de modelos de machine learning no Google Cloud Platform. Com apresentações, demonstrações e laboratórios práticos, os participantes aprenderão os conceitos de machine learning (ML) e do TensorFlow, além de habilidades práticas de desenvolvimento, avaliação e produção de modelos de ML. OBJETIVOS Os participantes desenvolverão as seguintes habilidades: ● Identificar casos de uso de machine learning ● Criar um modelo de ML usando o TensorFlow ● Criar modelos de ML escalonáveis e implantáveis usando o Cloud ML ● Entender a importância do pré-processamento e da combinação de atributos ● Incorporar conceitos avançados de ML nos modelos criados ● Produzir modelos de ML treinados PRÉ-REQUISITOS Para aproveitar ao máximo este curso, os participantes precisam ter: ● Concluído o curso Google Cloud Platform Big Data and Machine Learning Fundamentals OU experiência equivalente ● Proficiência básica em linguagem de consulta comum, como SQL ● Experiência com atividades de extração, transformação, carga e modelagem de dados ● Desenvolvido aplicativos com linguagem de programação comum, como Python ● Familiaridade com machine learning e/ou estatísticas Observações sobre a Conta do Google: • Para se inscrever na avaliação gratuita do Google Cloud Platform, você precisa de uma Conta do Google/Gmail, além de um cartão de crédito ou uma conta bancária. Os serviços do Google estão temporariamente indisponíveis na China. • Se você for um cliente do Google Cloud Platform com endereço de faturamento na União Europeia (UE) e na Rússia, leia a documentação de descrição geral sobre o Imposto sobre Valor Agregado (IVA) em: https://cloud.google.com/billing/docs/resources/vat-overview • Veja mais perguntas frequentes sobre a avaliação gratuita do Google Cloud Platform no site: https://cloud.google.com/free-trial/
This course is part of the Data Engineering on Google Cloud Platform em Português Brasileiro Specialization
Serverless Machine Learning with Tensorflow on Google Cloud Platform em Português Brasileiro
Offered By
Syllabus - What you will learn from this course
Este é o "Serverless Machine Learning on Google Cloud Platform"
Módulo 1: Primeiros passos com machine learning
Módulo 2: Criação de modelos de ML com o TensorFlow
Módulo 3: Escalonamento de modelos de ML com o Cloud ML Engine
Módulo 4: Engenharia de atributos
About Google Cloud
About the Data Engineering on Google Cloud Platform em Português Brasileiro Specialization
Frequently Asked Questions
Can I preview a course before enrolling?
Yes, you can preview the first video and view the syllabus before you enroll. You must purchase the course to access content not included in the preview.
When will I have access to the lectures and assignments?
If you decide to enroll in the course before the session start date, you will have access to all of the lecture videos and readings for the course. You’ll be able to submit assignments once the session starts.
What will I get when I enroll?
Once you enroll and your session begins, you will have access to all videos and other resources, including reading items and the course discussion forum. You’ll be able to view and submit practice assessments, and complete required graded assignments to earn a grade and a Course Certificate.
When will I receive my Course Certificate?
If you complete the course successfully, your electronic Course Certificate will be added to your Accomplishments page - from there, you can print your Course Certificate or add it to your LinkedIn profile.
Why can’t I audit this course?
This course is one of a few offered on Coursera that are currently available only to learners who have paid or received financial aid, when available.
What is the refund policy?
Is financial aid available?
Are there prerequisites for this course?
Before enrolling in this course, participants should have roughly one (1) year of experience with one or more of the following:
• Knowledge of Google Cloud Platform
• Big Data & Machine Learning Fundamentals to the level of "Google Cloud Platform Big Data and Machine Learning Fundamentals" on Coursera
• Knowledge of BigQuery and Dataflow to the level of "Serverless Data Analysis with Google BigQuery and Cloud Dataflow" on Coursera
• Knowledge of Python and familiarity with the numpy package
• Knowledge of undergraduate-level statistics to the level of a Basic Statistics course on Coursera
Am I eligible for the Google Cloud Platform free trial?
To be eligible for the free trial, you will need:
- Google account (Google is currently blocked in China)
- Credit card or bank account
- Terms of service
Note: There is a known issue with certain EU countries where individuals are not able to sign up, but you may sign up as "business" status and intend to see a potential economic benefit from the trial. More details at: https://support.google.com/cloud/answer/6090602
More Google Cloud Platform free trial FAQs are available at: https://cloud.google.com/free-trial/
For more details on how the free trial works, visit our documentation page: https://cloud.google.com/free-trial/docs/
What if I have already used up my Google Cloud Platform free trial?
If your current Google account is no longer eligible for the Google Cloud Platform free trial, you can create another Google account. Your new Google account should be used to sign up for the free trial.
How does the free trial work?
View this page for more details: https://cloud.google.com/free-trial/docs/
Is this course similar to CPB102?
Yes, this online course is based on the instructor-led training formerly known as CPB102.
Does this course relate to the Google Certified Professional Data Engineer certification?
The course covers the topics presented on the certification exam, however we recommend additional preparation including hands-on product experience. The best preparation for certification is real-world, hands-on experience. Review the Google Certified Professional Data Engineer certification preparation guide for further information and resources at https://cloud.google.com/certification/guides/data-engineer/
What is a Google certification?
Google’s Certification Program gives customers and partners a way to demonstrate their technical skills in a particular job-role and technology. Individuals are assessed using a variety of rigorously developed industry-standard methods to determine whether they meet Google’s proficiency standards. Read more at https://cloud.google.com/certification/
More questions? Visit the Learner Help Center.