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[ CourseWikia.com ] Generative AI In Cloud Computing - Core Concepts
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Are you looking for an overview of cloud-based generative AI (GenAI) services? Join instructor David Linthicum in this introductory course as he covers the core concepts, tools, services, and common considerations lying at the intersection of generative AI and cloud computing.
Get an overview of GenAI cloud-based services and features by examining use cases across a wide variety of industries, including core business systems, as well as art, music, video games, text and image generation, data augmentation, personalization, healthcare, robotics, and more. Along the way, learn how to get started with AI tools such as Amazon SageMaker, Google Cloud AI Platform, OpenAI, ChatGPT, IBM Watson, and Microsoft Azure. David offers advanced insights on best practices for edge computing, federated learning, security, digital privacy, and ethics. You can also test out your new skills as you go in the practice challenges at the end of each section.
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FILE LIST
Filename
Size
~Get Your Files Here !/01 - Introduction/01 - Cloud-based generative AI.mp4
3.2 MB
~Get Your Files Here !/01 - Introduction/01 - Cloud-based generative AI.srt
1.1 KB
~Get Your Files Here !/02 - 1. Generative AI and Cloud Computing Basics/01 - Introduction to cloud-based generative AI.mp4
5.2 MB
~Get Your Files Here !/02 - 1. Generative AI and Cloud Computing Basics/01 - Introduction to cloud-based generative AI.srt
3.8 KB
~Get Your Files Here !/02 - 1. Generative AI and Cloud Computing Basics/02 - The business value of generative AI on cloud platforms.mp4
5 MB
~Get Your Files Here !/02 - 1. Generative AI and Cloud Computing Basics/02 - The business value of generative AI on cloud platforms.srt
4 KB
~Get Your Files Here !/03 - 2. Cloud-Based Services for Generative AI/01 - Introduction to cloud-based storage and data management.mp4
5.4 MB
~Get Your Files Here !/03 - 2. Cloud-Based Services for Generative AI/01 - Introduction to cloud-based storage and data management.srt
5.5 KB
~Get Your Files Here !/03 - 2. Cloud-Based Services for Generative AI/02 - Introduction to cloud-based tools for model training and deployment.mp4
6.9 MB
~Get Your Files Here !/03 - 2. Cloud-Based Services for Generative AI/02 - Introduction to cloud-based tools for model training and deployment.srt
5.3 KB
~Get Your Files Here !/03 - 2. Cloud-Based Services for Generative AI/03 - Introduction to cloud-based APIs for generative AI.mp4
3 MB
~Get Your Files Here !/03 - 2. Cloud-Based Services for Generative AI/03 - Introduction to cloud-based APIs for generative AI.srt
3 KB
~Get Your Files Here !/03 - 2. Cloud-Based Services for Generative AI/04 - Introduction to cloud-based generative models for image and video data.mp4
7.2 MB
~Get Your Files Here !/03 - 2. Cloud-Based Services for Generative AI/04 - Introduction to cloud-based generative models for image and video data.srt
4.3 KB
~Get Your Files Here !/03 - 2. Cloud-Based Services for Generative AI/05 - Introduction to Generative Adversarial Networks (GANs) on the cloud.mp4
4.7 MB
~Get Your Files Here !/03 - 2. Cloud-Based Services for Generative AI/05 - Introduction to Generative Adversarial Networks (GANs) on the cloud.srt
4.1 KB
~Get Your Files Here !/03 - 2. Cloud-Based Services for Generative AI/06 - Challenge Set up cloud services for generative AI.mp4
2.4 MB
~Get Your Files Here !/03 - 2. Cloud-Based Services for Generative AI/06 - Challenge Set up cloud services for generative AI.srt
1.9 KB
~Get Your Files Here !/03 - 2. Cloud-Based Services for Generative AI/07 - Solution Set up cloud services for generative AI.mp4
3.2 MB
~Get Your Files Here !/03 - 2. Cloud-Based Services for Generative AI/07 - Solution Set up cloud services for generative AI.srt
3.1 KB
~Get Your Files Here !/04 - 3. Features of Cloud-Based Generative AI/01 - Introduction to cloud-based generative AI models for text data.mp4
4.5 MB
~Get Your Files Here !/04 - 3. Features of Cloud-Based Generative AI/01 - Introduction to cloud-based generative AI models for text data.srt
4.8 KB
~Get Your Files Here !/04 - 3. Features of Cloud-Based Generative AI/02 - Overview of natural language processing (NLP) techniques for text generation.mp4
7.6 MB
~Get Your Files Here !/04 - 3. Features of Cloud-Based Generative AI/02 - Overview of natural language processing (NLP) techniques for text generation.srt
6.9 KB
~Get Your Files Here !/04 - 3. Features of Cloud-Based Generative AI/03 - Cloud-based tools for training language models.mp4
4 MB
~Get Your Files Here !/04 - 3. Features of Cloud-Based Generative AI/03 - Cloud-based tools for training language models.srt
4.4 KB
~Get Your Files Here !/04 - 3. Features of Cloud-Based Generative AI/04 - Music modeling with recurrent neural networks (RNNs) on the cloud.mp4
6.5 MB
~Get Your Files Here !/04 - 3. Features of Cloud-Based Generative AI/04 - Music modeling with recurrent neural networks (RNNs) on the cloud.srt
6.2 KB
~Get Your Files Here !/04 - 3. Features of Cloud-Based Generative AI/05 - The future of generative AI in the cloud.mp4
4.5 MB
~Get Your Files Here !/04 - 3. Features of Cloud-Based Generative AI/05 - The future of generative AI in the cloud.srt
3.2 KB
~Get Your Files Here !/05 - 4. Cloud-Based Generative AI Use Cases/01 - Art and music generation use case.mp4
7.2 MB
~Get Your Files Here !/05 - 4. Cloud-Based Generative AI Use Cases/01 - Art and music generation use case.srt
4.1 KB
~Get Your Files Here !/05 - 4. Cloud-Based Generative AI Use Cases/02 - Game development use case.mp4
5 MB
~Get Your Files Here !/05 - 4. Cloud-Based Generative AI Use Cases/02 - Game development use case.srt
3.9 KB
~Get Your Files Here !/05 - 4. Cloud-Based Generative AI Use Cases/03 - Text generation use case.mp4
4 MB
~Get Your Files Here !/05 - 4. Cloud-Based Generative AI Use Cases/03 - Text generation use case.srt
4.6 KB
~Get Your Files Here !/05 - 4. Cloud-Based Generative AI Use Cases/04 - Image and video generation use case.mp4
4.1 MB
~Get Your Files Here !/05 - 4. Cloud-Based Generative AI Use Cases/04 - Image and video generation use case.srt
4.4 KB
~Get Your Files Here !/05 - 4. Cloud-Based Generative AI Use Cases/05 - Data augmentation use case.mp4
3.8 MB
~Get Your Files Here !/05 - 4. Cloud-Based Generative AI Use Cases/05 - Data augmentation use case.srt
3.6 KB
~Get Your Files Here !/05 - 4. Cloud-Based Generative AI Use Cases/06 - Personalization use case.mp4
5.2 MB
~Get Your Files Here !/05 - 4. Cloud-Based Generative AI Use Cases/06 - Personalization use case.srt
5.4 KB
~Get Your Files Here !/05 - 4. Cloud-Based Generative AI Use Cases/07 - Medical diagnosis use case.mp4
5.6 MB
~Get Your Files Here !/05 - 4. Cloud-Based Generative AI Use Cases/07 - Medical diagnosis use case.srt
5.7 KB
~Get Your Files Here !/05 - 4. Cloud-Based Generative AI Use Cases/08 - Robotics use case.mp4
3.6 MB
~Get Your Files Here !/05 - 4. Cloud-Based Generative AI Use Cases/08 - Robotics use case.srt
3.7 KB
~Get Your Files Here !/05 - 4. Cloud-Based Generative AI Use Cases/09 - Other emerging use cases.mp4
2.5 MB
~Get Your Files Here !/05 - 4. Cloud-Based Generative AI Use Cases/09 - Other emerging use cases.srt
2.7 KB
~Get Your Files Here !/05 - 4. Cloud-Based Generative AI Use Cases/10 - Challenge Get creative with art.mp4
3.9 MB
~Get Your Files Here !/05 - 4. Cloud-Based Generative AI Use Cases/10 - Challenge Get creative with art.srt
3.5 KB
~Get Your Files Here !/05 - 4. Cloud-Based Generative AI Use Cases/11 - Solution Get creative with art.mp4
3.2 MB
~Get Your Files Here !/05 - 4. Cloud-Based Generative AI Use Cases/11 - Solution Get creative with art.srt
3.8 KB
~Get Your Files Here !/06 - 5. Cloud-Based Generative AI Tools and Solutions/01 - Explore Amazon SageMaker.mp4
3.7 MB
~Get Your Files Here !/06 - 5. Cloud-Based Generative AI Tools and Solutions/01 - Explore Amazon SageMaker.srt
3.6 KB
~Get Your Files Here !/06 - 5. Cloud-Based Generative AI Tools and Solutions/02 - Google Cloud AI Platform.mp4
4.2 MB
~Get Your Files Here !/06 - 5. Cloud-Based Generative AI Tools and Solutions/02 - Google Cloud AI Platform.srt
4 KB
~Get Your Files Here !/06 - 5. Cloud-Based Generative AI Tools and Solutions/03 - AI and Microsoft Azure.mp4
3.5 MB
~Get Your Files Here !/06 - 5. Cloud-Based Generative AI Tools and Solutions/03 - AI and Microsoft Azure.srt
3.4 KB
~Get Your Files Here !/06 - 5. Cloud-Based Generative AI Tools and Solutions/04 - AI on IBM Watson.mp4
3.5 MB
~Get Your Files Here !/06 - 5. Cloud-Based Generative AI Tools and Solutions/04 - AI on IBM Watson.srt
3.1 KB
~Get Your Files Here !/06 - 5. Cloud-Based Generative AI Tools and Solutions/05 - Understanding OpenAI.mp4
3.7 MB
~Get Your Files Here !/06 - 5. Cloud-Based Generative AI Tools and Solutions/05 - Understanding OpenAI.srt
4 KB
~Get Your Files Here !/06 - 5. Cloud-Based Generative AI Tools and Solutions/06 - Demo OpenAI API.mp4
14.2 MB
~Get Your Files Here !/06 - 5. Cloud-Based Generative AI Tools and Solutions/06 - Demo OpenAI API.srt
13.9 KB
~Get Your Files Here !/07 - 6. Advanced Considerations/01 - Edge computing and cloud-based generative AI.mp4
4.4 MB
~Get Your Files Here !/07 - 6. Advanced Considerations/01 - Edge computing and cloud-based generative AI.srt
4.8 KB
~Get Your Files Here !/07 - 6. Advanced Considerations/02 - Federated learning for distributed generative models on the cloud.mp4
2.9 MB
~Get Your Files Here !/07 - 6. Advanced Considerations/02 - Federated learning for distributed generative models on the cloud.srt
3.2 KB
~Get Your Files Here !/07 - 6. Advanced Considerations/03 - Security and privacy issues in cloud-based generative AI.mp4
5 MB
~Get Your Files Here !/07 - 6. Advanced Considerations/03 - Security and privacy issues in cloud-based generative AI.srt
3.4 KB
~Get Your Files Here !/07 - 6. Advanced Considerations/04 - Overview of generative AI ethics in the cloud.mp4
6.6 MB
~Get Your Files Here !/07 - 6. Advanced Considerations/04 - Overview of generative AI ethics in the cloud.srt
4.9 KB
~Get Your Files Here !/07 - 6. Advanced Considerations/05 - Challenge Generative AI on the edge of clouds.mp4
2.2 MB
~Get Your Files Here !/07 - 6. Advanced Considerations/05 - Challenge Generative AI on the edge of clouds.srt
1.9 KB
~Get Your Files Here !/07 - 6. Advanced Considerations/06 - Solution Generative AI on the edge of clouds.mp4
5.1 MB
~Get Your Files Here !/07 - 6. Advanced Considerations/06 - Solution Generative AI on the edge of clouds.srt
4.4 KB
~Get Your Files Here !/08 - Conclusion/01 - Trying out cloud-based generative AI.mp4
4.6 MB
~Get Your Files Here !/08 - Conclusion/01 - Trying out cloud-based generative AI.srt
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