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Karl LessardinExpedia Group TechnologySpeeding Up Inference Pipelines with Model Libraries at Expedia GroupEnabling machine learning model inference for time critical applications.6 min read·Oct 14, 2023--
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Divyanshi kulkarniNavigating the Dual Path of Data Science and ML EngineeringIn an era where the line between artificial intelligence and human intuition is difficult to differentiate, a new hybrid role comes into…4 min read·3 days ago----
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Shaw TalebiinTowards Data ScienceThe 4 Hats of a Full-Stack Data ScientistHow to become a data science “unicorn”·7 min read·1 day ago--6
Karl LessardinExpedia Group TechnologySpeeding Up Inference Pipelines with Model Libraries at Expedia GroupEnabling machine learning model inference for time critical applications.6 min read·Oct 14, 2023--
Pierre LienhartLLM Inference Series: 4. KV caching, a deeper lookIn this post, we will look at how big the KV cache, a common optimization for LLM inference, can grow and at common mitigation strategies.18 min read·Jan 15, 2024--5
Divyanshi kulkarniNavigating the Dual Path of Data Science and ML EngineeringIn an era where the line between artificial intelligence and human intuition is difficult to differentiate, a new hybrid role comes into…4 min read·3 days ago--
Benjamin ThürerinTowards Data ScienceDon’t Forget Confidence Intervals for Your ML ProductMachine Learning is never 100% correct. Thus, an ML model is only helpful when users understand the uncertainty of predictions.·7 min read·Oct 10, 2023--6
Pierre LienhartLLM Inference Series: 3. KV caching unveiledIn this post we introduce the KV caching optimization for LLM inference, where does it come from and what does it change.11 min read·Dec 22, 2023--6
Paul A AbhishekRoadmap on how to become an AI Engineer for BeginnersPrerequisites: Before diving into AI engineering, it’s essential to have some foundational skills in coding and math. These two areas are…6 min read·Apr 2, 2024--
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