Good read "Databricks Big Book of Generative AI": 👉🏻A comprehensive, stage-by-stage guide to deploying production-quality GenAI applications. https://lnkd.in/eUiK5rUP 👉🏻Emphasis on evolving data infrastructures, like data lakehouses, for efficient and secure GenAI deployment. 👉🏻Practical use cases and tools for GenAI, including automated product review analysis and real-time RAG applications. 👉🏻Cost-effective AI solutions: build custom LLMs with minimal resources, like training Stable Diffusion models for <$50K or creating bespoke LLMs with just 2 engineers and <$1K in compute costs.
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Navigating the Future: Key Questions for Implementing Production-Quality GenAI "The Big Book of Generative AI from Databricks" https://lnkd.in/dR4VuEyQ provides a comprehensive guide to understanding and implementing Generative AI (GenAI) effectively within an enterprise. Here are some critical questions that businesses should consider when embarking on this transformative journey: I had a chance to read and review the first 20 pages of this book. FYI, I am an independent consultant - What are the key steps an organization should take when planning the transition to GenAI-powered applications? - How should businesses prioritize their investments in AI tools and infrastructure to ensure a smooth deployment of GenAI applications? - What are the primary considerations when deciding between proprietary and open-source models for a particular use case? - How do data lakehouses improve the efficiency and effectiveness of GenAI implementations? - What are the benefits and challenges of using a fine-grained mixture-of-experts (MoE) architecture in training large language models like DBRX? - How can businesses ensure that their GenAI applications are secure and compliant with data governance standards? These questions are just the beginning. The first 20 pages of Databricks' ebook highlight the transformative power of GenAI, its potential to drive innovation, and the strategic approaches necessary for successful implementation. For a deeper dive into these questions and more insights, check out the full review (coming out shortly). We can then discuss how we can leverage GenAI to drive innovation and achieve sustained success. #GenAI #ArtificialIntelligence #DataScience #AI #MachineLearning #Innovation #Technology #EnterpriseAI ---
The Big Book of Generative AI
databricks.com
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The Big Book of Generative AI by Databricks brings together best practices and know-how for building production-quality #GenAI applications. Download and learn how to: 👉 Build a RAG application like a chatbot 👉 Fine-tune a foundation model 👉 Train your own foundation model from scratch ..and more!
The Big Book of Generative AI
databricks.com
-
The Big Book of Generative AI brings together best practices and know-how for building production-quality #GenAI applications. Download and learn how to: 👉 Build a RAG application like a chatbot 👉 Fine-tune a foundation model 👉 Train your own foundation model from scratch ..and more! #databricks #genai #rag
The Big Book of Generative AI
databricks.com
-
The Big Book of Generative AI brings together best practices and know-how for building production-quality #GenAI applications. Download and learn how to: 👉 Build a RAG application like a chatbot 👉 Fine-tune a foundation model 👉 Train your own foundation model from scratch ..and more!
The Big Book of Generative AI
databricks.com
-
The Big Book of Generative AI brings together best practices and know-how for building production-quality #GenAI applications. Download and learn how to: 👉 Build a RAG application like a chatbot 👉 Fine-tune a foundation model 👉 Train your own foundation model from scratch ..and more!
The Big Book of Generative AI
databricks.com
-
The Big Book of Generative AI brings together best practices and know-how for building production-quality #GenAI applications. Download and learn how to: 👉 Build a RAG application like a chatbot 👉 Fine-tune a foundation model 👉 Train your own foundation model from scratch ..and more!
The Big Book of Generative AI
databricks.com
-
Helping Customers & Partners To Leverage Data + AI potential with Data Intelligent Platform ie Databricks
The Big Book of Generative AI brings together best practices and know-how for building production-quality #GenAI applications. Download and learn how to: 👉 Build a RAG application like a chatbot 👉 Fine-tune a foundation model 👉 Train your own foundation model from scratch ..and more!
The Big Book of Generative AI
databricks.com
-
The Big Book of Generative AI brings together best practices and know-how for building production-quality #GenAI applications. Download and learn how to: 👉 Build a RAG application like a chatbot 👉 Fine-tune a foundation model 👉 Train your own foundation model from scratch ..and more!
The Big Book of Generative AI
databricks.com
-
The Big Book of Generative AI brings together best practices and know-how for building production-quality #GenAI applications. Download and learn how to: 👉 Build a RAG application like a chatbot 👉 Fine-tune a foundation model 👉 Train your own foundation model from scratch ..and more!
The Big Book of Generative AI
databricks.com
-
The Big Book of Generative AI brings together best practices and know-how for building production-quality #GenAI applications. Download and learn how to: 👉 Build a RAG application like a chatbot 👉 Fine-tune a foundation model 👉 Train your own foundation model from scratch ..and more!
The Big Book of Generative AI
databricks.com