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Machine Learning APIs

Advanced 6 Langkah 5 jam 36 Kredit

It’s no secret that machine learning is one of the fastest growing fields in tech, and Google Cloud has been instrumental in furthering it’s development. With a host of APIs, Google Cloud has a tool for just about any machine learning job. In this advanced-level quest, you will get hands-on practice with machine learning APIs by taking labs like Implementing an AI Chatbot with Dialogflow and Detect Labels, Faces, and Landmarks in Images with the Cloud Vision API.

Infrastructure Application Development Data Machine Learning

Prasyarat:

This Quest requires hands-on experience with Google Cloud’s machine learning services. Make sure that you have at least earned a Badge by completing the hands-on labs in the Baseline: Data, ML, and AI Quest before beginning—the labs in this series assume foundational ML knowledge and will explore advanced features through specific use cases.

Quest Outline

Lab Praktik

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 Praktik

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 Praktik

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 Praktik

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 Praktik

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 Praktik

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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Daftar Sekarang

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