LLMs on Google Cloud: Working with Batch Data, Images, Audio, & Documents
Google Cloud, AI
| Intermediate
- 11 videos | 1h 31m 11s
- Includes Assessment
- Earns a Badge
Working with batch data, images, audio, and documents on Google Cloud allows you to process large-scale datasets efficiently using AI tools and services. This approach enables automated insights, analysis, and transformations across multiple media types. In this course, learn how to set up a service account for batch prediction to enable secure access to Google Cloud resources and build workflows for batch predictions using Cloud Storage and BigQuery. Next, explore AI capabilities for understanding various types of media, visual content, video data, and audio. Discover how to parse and organize structured and unstructured textual data through document understanding, generate images using natural language prompts with the Imagen model, and verify watermarks and process prompts in different languages. Upon completion of this course, you will have a strong foundation in batch predictions, media analysis, and creative AI applications.
WHAT YOU WILL LEARN
-
Discover the key concepts covered in this course
Create a service account and configure roles for batch prediction
Run a batch prediction job using cloud storage as a source and destination
Run a batch prediction job with bigquery as source and destination
Specify images in model requests and use the model to interpret images
Interpret videos using gemini models -
Summarize, transcribe, and answer questions about audio using gemini models
Use gemini models to interpret and answer questions based on document contents
Generate photorealistic images using the imagen model
Verify digital watermarks on images and generate images using prompts in different languages
Discover the key concepts covered in this course
IN THIS COURSE
-
1m 47sIn this video, we will discover the key concepts covered in this course. FREE ACCESS
-
8m 28sAfter completing this video, you will be able to create a service account and configure roles for batch prediction. FREE ACCESS
-
3. Running Batch Prediction Using Cloud Storage9m 43sUpon completion of this video, you will be able to run a batch prediction job using Cloud Storage as a source and destination. FREE ACCESS
-
4. Running Batch Prediction Using BigQuery10m 6sDuring this video, you will learn how to run a batch prediction job with BigQuery as source and destination. FREE ACCESS
-
5. Using Image Understanding10m 32sIn this video, we will specify images in model requests and use the model to interpret images. FREE ACCESS
-
6. Using Video Understanding9m 22sIn this video, learn how to interpret videos using Gemini models. FREE ACCESS
-
7. Leveraging Audio Understanding10m 52sIn this video, learn how to summarize, transcribe, and answer questions about audio using Gemini models. FREE ACCESS
-
8. Leveraging Document Understanding11m 45sDuring this video, discover how to use Gemini models to interpret and answer questions based on document contents. FREE ACCESS
-
9. Generating Images With Natural Language Prompts10m 23sIn this video, discover how to generate photorealistic images using the Imagen model. FREE ACCESS
-
10. Verifying Watermarks And Prompts In Different Languages6m 1sUpon completion of this video, you will be able to verify digital watermarks on images and generate images using prompts in different languages. FREE ACCESS
-
11. Course Summary2m 12sIn this video, we will discover the key concepts covered in this course. FREE ACCESS
EARN A DIGITAL BADGE WHEN YOU COMPLETE THIS COURSE
Skillsoft is providing you the opportunity to earn a digital badge upon successful completion on some of our courses, which can be shared on any social network or business platform.
Digital badges are yours to keep, forever.
