InfoQ Homepage AI, ML & Data Engineering Content on InfoQ
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AI, ML, and Data Engineering InfoQ Trends Report 2024
One of the regular features of InfoQ are the trends reports, which each focus on a different aspect of software development. These reports provide the InfoQ audience with a high-level overview of the topics to pay attention to this year. In this episode, members of the InfoQ editorial staff and friends of InfoQ are discussing the current trends in the domain of AI, ML and Data Engineering.
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Justin Sheehy on Being a Responsible Developer in the Age of AI Hype
At the recent InfoQ Dev Summit Boston, Justin Sheehy of Akamai delivered an insightful opening keynote on being a responsible developer in the age of artificial intelligence hype. The talk is aimed at software practitioners who might feel overwhelmed by the rapid developments and inflated expectations surrounding AI. We’re sharing Sheehy's full talk in this special episode of the InfoQ Podcast.
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Meryem Arik on LLM Deployment, State-of-the-Art RAG Apps, and Inference Architecture Stack
In this podcast, Meryem Arik, co-founder/CEO at TitanML, discusses the innovations in Generative AI and Large Language Model (LLM) technologies including current state of large language models, LLM Deployment, state-of-the-art Retrieval Augmented Generation (RAG) apps, and inference architecture stack for LLM applications.
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Edo Liberty on Vector Databases for Successful Adoption of Generative AI and LLM based Applications
In this podcast, Edo Liberty, founder and CEO at Pinecone, discusses the importance of vector databases in the successful adoption of Generative AI and LLM based applications and how vector databases are different from traditional data stores.
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Deepthi Sigireddi on Distributed Database Architecture in the Cloud Native Era
In this podcast, Vitess CNCF project technical lead Deepthi Sigireddi discusses the architecture of cloud native distributed databases, sharding, replication, and failover. She also talks about what DB developers should consider when choosing distributed databases.
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Exploring the Impact of Generative AI on Software Engineering and Career Paths
In this podcast Shane Hastie, Lead Editor for Culture & Methods spoke to Alex Cruikshank, the Director of Software Engineering at West Monroe.