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Integrate with Machine Learning APIs

Advanced 7 Langkah 6 jam 45 Kredit

Earn a skill badge by completing the Integrate with Machine Learning APIs quest, where you learn the basic features for the following machine learning and AI technologies: Cloud Vision API, Cloud Cloud Translation API, and Cloud Natural Language API.

A skill badge is an exclusive digital badge issued by Google Cloud in recognition of your proficiency with Google Cloud products and services and tests your ability to apply your knowledge in an interactive hands-on environment. Complete this skill badge quest, and the final assessment challenge lab, to receive a skill badge that you can share with your network.

Quest Outline

Lab

Introduction to APIs in Google

This lab will teach you about the architecture and basic functioning of Application Programming Interfaces (APIs). This will be supplemented with hands-on practice, where you will configure and run Cloud Storage API methods in Cloud Shell.

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Lab

Extract, Analyze, and Translate Text from Images with the Cloud ML APIs

In this lab you’ll combine the Cloud Vision, Natural Language, and Translation APIs to capture text strings from images, recognize characters, and analyze and translate the text strings into other languages.

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Lab

Classify Text into Categories with the Natural Language API

In this lab you’ll learn how to classify text into categories using the Natural Language API

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Lab

Detect Labels, Faces, and Landmarks in Images with the Cloud Vision API

The Cloud Vision API lets you understand the content of an image by encapsulating powerful machine learning models in a simple REST API. In this lab you’ll send an image to the Cloud Vision API and have it identify objects, faces, and landmarks.

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Lab

Analisis Entity dan Sentimen Menggunakan Natural Language API

Dengan Cloud Natural Language API, Anda akan dapat mengekstrak entity, sekaligus melakukan analisis sentimen dan sintaks pada sebuah blok teks. Dalam lab interaktif ini, Anda akan mempelajari cara mengekstrak entity dan sentimen dari teks menggunakan Cloud Natural Language API.

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Lab

Awwvision: Cloud Vision API from a Kubernetes Cluster

This hands-on lab uses Kubernetes and Cloud Vision API to create an example of how to use the Vision API to classify (label) images from Reddit’s /r/aww subreddit and display the labelled results in a web app.

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Lab

Integrate with Machine Learning APIs: Challenge Lab

This challenge labs tests your skills in implementing a solution using the Google Machine Learning APIs

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Daftar Sekarang

Daftar ke quest ini untuk melacak progres Anda dalam mendapatkan badge.