Generative AI on GCP: Deep Dive Into Generative AI Studio
Google Cloud
| Intermediate
- 12 videos | 1h 37m 13s
- Includes Assessment
- Earns a Badge
Generative artificial intelligence (AI) has taken the world by storm, and Google Cloud Platform (GCP) has a broad range of powerful generative AI tools that can be used to leverage the power of modern artificial intelligence. Google's Generative AI Studio is a cloud console tool for rapid prototyping and testing of generative AI models and leverages the power of Vertex AI, allowing developers to interact, tune, and deploy large-scale AI models. In this course, you will take a deep dive into Generative AI Studio, beginning with generative AI prompt design, model training, and tuning language models. Then you will explore model performance evaluation and generative AI deployment. Next, you will focus on case studies and practical examples to discover how organizations use GCP generative AI. Finally, you will learn how to convert speech to text and prototype language applications.
WHAT YOU WILL LEARN
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Discover the key concepts covered in this course
Provide an overview of prompt design that results in desired outcomes from language models
Use prompt samples
Describe the process for training a generative ai model using generative ai studio
Fine-tune a generative ai model using generative ai studio
Evaluate a generative ai model's performance using generative ai studio -
Describe considerations for deployment of generative ai using gcp
Deploy a gcp generative ai app to a website
Outline case studies and practical examples of generative ai applications developed with generative ai studio
Use generative ai studio to convert between speech and text
Prototype language apps using generative ai studio
Summarize the key concepts covered in this course
IN THIS COURSE
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1m 1sIn this video, we will discover the key concepts covered in this course. FREE ACCESS
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15m 21sAfter completing this video, you will be able to provide an overview of prompt design that results in desired outcomes from language models. FREE ACCESS
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3. Using Generative AI Prompt Samples14m 3sIn this video, you will learn how to use prompt samples. FREE ACCESS
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4. Training a Model with Generative AI Studio10m 47sUpon completion of this video, you will be able to describe the process for training a generative AI model using Generative AI Studio. FREE ACCESS
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5. Tuning a Language Model10m 40sDiscover how to fine-tune a generative AI model using Generative AI Studio. FREE ACCESS
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6. Evaluating Model Performance9m 3sIn this video, learn how to evaluate a generative AI model's performance using Generative AI Studio. FREE ACCESS
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7. Google Cloud Platform (GCP) Generative AI Deployment8m 12sAfter completing this video, you will be able to describe considerations for deployment of generative AI using GCP. FREE ACCESS
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8. Deploying a Model7m 25sLearn how to deploy a GCP generative AI app to a website. FREE ACCESS
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9. How Organizations Use GCP Generative AI7m 44sUpon completion of this video, you will be able to outline case studies and practical examples of generative AI applications developed with Generative AI Studio. FREE ACCESS
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10. Converting Speech to Text5m 21sDuring this video, discover how to use Generative AI Studio to convert between speech and text. FREE ACCESS
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11. Prototyping Language Applications6m 46sFind out how to prototype language apps using Generative AI Studio. FREE ACCESS
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12. Course Summary50sIn this video, we will summarize the key concepts covered in this course. FREE ACCESS
EARN A DIGITAL BADGE WHEN YOU COMPLETE THIS COURSE
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