Machine Learning APIs

7 Labs · 45 Credits · 5h 50m

Use Case (Advanced) Machine learning

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.

Icon  expert expert 9 Credits 50 Minutes

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

Icon  advanced advanced 7 Credits 1 Hour

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.

Icon  advanced advanced 7 Credits 45 Minutes

Entity and Sentiment Analysis with the Natural Language API

The Cloud Natural Language API lets you extract entities, and perform sentiment and syntactic analysis on a block of text. In this hands-on lab you’ll learn how to extract entities and sentiment from text using the Cloud Natural Language API.

Icon  fundamental fundamental 5 Credits 40 Minutes

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.

Icon  advanced advanced 7 Credits 45 Minutes

Implementing an AI Chatbot with Dialogflow

The goal of this lab is to introduce the basics of Google Cloud Dialogflow by building a responsive chat bot, such as those handling support requests on websites. Demonstrates how to utilize this interactive AI in application development.

Icon  expert expert 9 Credits 50 Minutes

Cloud ML Engine: Qwik Start

In this lab you train and deploy a TensorFlow model to Cloud ML Engine for serving (prediction). Watch the short video Harness the Power of Machine Learning with Cloud ML Engine.

Icon  intro introductory 1 Credit 1 Hour