InfoQ Homepage Machine Learning Content on InfoQ
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Generally AI - Season 2 - Episode 3: Surviving the AI Winter
Roland Meertens and Anthony Alford discuss the historical cycles of AI "summers" and "winters": periods of optimism and decline in AI research. The conversation follows the story of neural networks, to the resurgence of AI with backpropagation and deep learning in the 2010s. They also explore the potential for a future "AI Winter", as technological advances face both hype and skepticism.
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A Primer on AI for Architects with Anthony Alford
This episode provides an overview of the real-world technologies involved in the umbrella phrase Artificial Intelligence. Anthony Alford explains just enough about machine learning, large language models, retrieval-augmented generation, and other AI terms which today’s software architects need to be able to discuss.
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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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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.