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