Use Machine Learning APIs on Google Cloud | Challenge Lab Solution with Explanation

Use Machine Learning APIs on Google Cloud | Challenge Lab Solution with detailed explanation In this challenge lab below tasks are done 1. Create and grant the service account correct privileges for BigQuery and Cloud Storage. 2. Create and download a service account credentials file to provide Google Cloud credentials to a Python application. 3. Modify a Python script to extract text from image files using the Google Cloud Vision API. 4. Modify a Python script to translate text using the Google Translate API. Check which languages are in the extracted data by executing a BigQuery SQL query. LAB link: https://www.cloudskillsboost.google/focuses/12704?parent=catalog Github Solution Link: https://github.com/techgalary/qwiklabs/blob/main/gcp-challenge-labs/Integrate_With_Machine_Learning_Challenge_Lab-Solution/Use_Machine_Learning_APIs_on_Google_Cloud_Challenge_Lab.md Edited Python Script (analyze-images-v2.py)for reference: https://github.com/techgalary/qwiklabs/blob/main/challenge-labs/Integrate_With_Machine_Learning_Challenge_Lab-Solution/analyze-images-v2.py Other video series of GCP labs 1. Deleting Project in GCP https://www.youtube.com/watch?v=PLHsasIz3Oo&feature=youtu.be 2. Renaming Project in GCP https://youtu.be/MRoP07W7zug 3. Creating Project in GCP https://youtu.be/GYcelkK7SR0 4. Creating VM in GCP https://youtu.be/91rgbnDuVbI 5. External and internal IP address of VM https://youtu.be/TJPJ-T86DgA 6. Reserve Static External and Internal IP Address to VM Instance in GCP https://youtu.be/_eHeL4qyWI8 7.VM instance creation in GCP - Various Options explained https://youtu.be/5_dBvD7ef7M 8. Apache HTTP Webserver setup on VM instance https://youtu.be/DrPpdtKGjZE 9. VM instance creation in GCP - Various Options explained https://youtu.be/5_dBvD7ef7M 10. Deploying a simple python HelloWorld application to app engine https://youtu.be/bZO48eyjp74 11. Managing Deployments Using Kubernetes Engine - Blue Green | Canary Deployments - LAB https://youtu.be/4_jpj64JGGE 12. Automating Infrastructure on Google Cloud with Terraform - Challenge Lab https://youtu.be/yCMSpNiExac 13. Build Website on GCP Challenge Lab with detailed Explanation | GCP Lab https://youtu.be/yKtHTnyCFL4 14. Create and Manage Cloud Resources in GCP | Challenge lab with detailed Explanation https://youtu.be/i-fNjrKs8CQ 15. Ensure Access & Identity in Google Cloud - Challenge Lab with Detailed Explanation https://youtu.be/BCo6Vzz4jKg If you found this video helpful. please like and subscribe to my channel. #gcp #googlecloud #googlecloudplatform #learngcp #cloud#techgalary#gcpcloud#cloudcomputing #terraform#automation#devops#qwiklabs #challengelab #accessmanagement