PODCAST · technology
Building Large Language Models for Production: Enterprise Generative AI
by Anand V
provides a comprehensive guide to understanding, building, and deploying large language models (LLMs) in enterprise settings. It covers fundamental concepts in natural language processing (NLP), common LLM architectures like BERT, GPT, and T5, data collection and preparation techniques, model training, and fine-tuning methods. The text further explores crucial production aspects, including infrastructure optimization, security, compliance, and continuous monitoring.
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Building Large Language Models for Production: Enterprise Generative AI
Provides a comprehensive guide to understanding, building, and deploying large language models (LLMs) in enterprise settings. It covers fundamental concepts in natural language processing (NLP), common LLM architectures like BERT, GPT, and T5, data collection and preparation techniques, model training, and fine-tuning methods. The text further explores crucial production aspects, including infrastructure optimization, security, compliance, and continuous monitoring. It also examines ethical considerations, showcases real-world applications of LLMs across industries, and delves into emerging trends and challenges in the field.
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ABOUT THIS SHOW
provides a comprehensive guide to understanding, building, and deploying large language models (LLMs) in enterprise settings. It covers fundamental concepts in natural language processing (NLP), common LLM architectures like BERT, GPT, and T5, data collection and preparation techniques, model training, and fine-tuning methods. The text further explores crucial production aspects, including infrastructure optimization, security, compliance, and continuous monitoring.
HOSTED BY
Anand V
CATEGORIES
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Building Large Language Models for Production: Enterprise Generative AI currently has 1 episodes available on PodParley. New episodes are automatically indexed when they're published to the podcast feed.
What is Building Large Language Models for Production: Enterprise Generative AI about?
provides a comprehensive guide to understanding, building, and deploying large language models (LLMs) in enterprise settings. It covers fundamental concepts in natural language processing (NLP), common LLM architectures like BERT, GPT, and T5, data collection and preparation techniques, model...
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Building Large Language Models for Production: Enterprise Generative AI has 1 episodes. Check the episode list to see recent publication dates and frequency.
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Who hosts Building Large Language Models for Production: Enterprise Generative AI?
Building Large Language Models for Production: Enterprise Generative AI is created and hosted by Anand V.
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