Step-by-step Guide 👉 https://chriskyfung.github.io/blog/qw...
📌 Hints for Tasks 1 - 2
Classify Text into Categories with the Natural Language API | Qwiklabs https://www.qwiklabs.com/focuses/1749...
📌 Hints for Tasks 3 - 5
Integrating Machine Learning APIs | Google Codelabs
https://developers.google.com/codelab...
⏱ Timestamps
00:00 Lab Overview
01:56 Start Lab
03:21 Confirm Cloud Vision, AutoML Translation, and BigQuery APIs are enabled
04:55 Task1: Configure a service account to access the Machine Learning APIs, BigQuery, and Cloud Storage
06:54 Task 2: Create and download a credential file for your Service Account
08:05 Task 3: Modify the Python script to extract text from image files
12:50 Task 4: Modify the Python script to translate the text using the Translation API
14:05 Task 5: Identify the most common non-English language used in the signs in the data set
14:35 Process the image files using the updated Python
17:21 Confirm that image data has been successfully uploaded to BigQuery
🥳 Congratulations 🥳
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