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Andreas Buhlmeier

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RAG, Tooling, MCP, Agents ... and What is Missing?Big Data Conference Europe 20252025-11-19
Explains concrete wins and failures: retrieval-augmented generation avoids costly retraining by embedding recent docs but requires careful chunking (15…
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Generative AI: Get a Grip … and a Look Under the HoodBig Data & RPA Conference Europe 20242024-11-19
Generative models rely on injected noise to create new outputs and the breakthrough is Transformer (2017) "Attention is All You Need", not vague hype. Training…
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Beyond the Hype: Realistic Expectations of AIBig Data & RPA Conference Europe 20242024-11-19
Panelists report concrete wins and limits: Perplexity shopping curates product lists, Copali vision LLMs finally extract structure from PDFs, and voice cloning…
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Breakthroughs and the Future of (Deep) Reinforcement LearningBig Data Conference Europe 20192019-11-26
Q learning centers on a one-line Q-update that fills a table or a neural function approximator and learns by experience replay rather than explicit models…
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Kick-Start your Understanding of Machine Learning with PythonML Conference 2018 Spring2018-06-18
Shows building quick text pipelines with Python 3.6 using Scikit-learn for vectorization and k-means++ clustering and Keras on TensorFlow for supervision…
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