Generative AI on AWS: Deploying & Managing GenAI Services on AWS
Generative AI
| Intermediate
- 12 videos | 1h 5m 57s
- Includes Assessment
- Earns a Badge
Embark on an enlightening journey into the realm of Generative artificial intelligence (AI) and its transformative impact across diverse industries, powered by AWS's robust suite of services. This course unravels the optimal AWS tools for deploying generative AI models, guiding participants through the nuances of configuration, setup, and deployment options. Engage with best practices for data preparation, model training, and optimization using premier AWS services like Amazon SageMaker. Further, participants will refine their expertise in implementing scalable architectures, leveraging AWS's advanced monitoring tools, ensuring rigorous security protocols, and mastering performance optimization strategies. All these culminate in crafting efficient, scalable, and secure generative AI applications on AWS.
WHAT YOU WILL LEARN
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Discover the key concepts covered in this course
Describe generative ai services and the role they place in various industries and applications
Provide an overview of the various machine learning services offered by aws and their uses
Identify aws services for deploying and managing generative ai models
Identify best practices for using generative ai models
Outline the steps for preparing to deploy generative ai models on aws -
Describe aws's scalable and highly available architecture and how it benefits aws generative ai services
Provide an overview of aws's pretrained ai services
Describe how aws provides security, compliance, and vulnerability management for implementing machine learning/artificial intelligence systems
Provide an overview of new tools provided by aws for building with generative ai
Describe how aws intelligent document processing can enhance generative ai
Summarize the key concepts covered in this course
IN THIS COURSE
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1m 13sIn this video, we will discover the key concepts covered in this course. FREE ACCESS
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7m 43sAfter completing this video, you will be able to describe generative AI services and the role they place in various industries and applications. FREE ACCESS
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3. AWS Machine Learning Solutions5m 55sUpon completion of this video, you will be able to provide an overview of the various machine learning services offered by AWS and their uses. FREE ACCESS
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4. Generative AI Deployment Services in AWS7m 4sAfter completing this video, you will be able to identify AWS services for deploying and managing generative AI models. FREE ACCESS
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5. Best Practices for Using Generative AI7m 14sUpon completion of this video, you will be able to identify best practices for using generative AI models. FREE ACCESS
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6. Preparing for Generative AI Deployment on AWS5m 42sIn this video, we will outline the steps for preparing to deploy generative AI models on AWS. FREE ACCESS
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7. Scalable and Highly Available Architecture5m 42sAfter completing this video, you will be able to describe AWS's scalable and highly available architecture and how it benefits AWS generative AI services. FREE ACCESS
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8. Pretrained AWS AI Services6m 39sUpon completion of this video, you will be able to provide an overview of AWS's pretrained AI services. FREE ACCESS
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9. Security, Compliance, and Vulnerability Management6mAfter completing this video, you will be able to describe how AWS provides security, compliance, and vulnerability management for implementing machine learning/artificial intelligence systems. FREE ACCESS
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10. New Tools for AWS Generative AI5m 31sUpon completion of this video, you will be able to provide an overview of new tools provided by AWS for building with generative AI. FREE ACCESS
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11. Intelligent Document Processing6m 18sAfter completing this video, you will be able to describe how AWS intelligent document processing can enhance generative AI. FREE ACCESS
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12. Course Summary57sIn 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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