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Willem Meints

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Explainable AI Explained for DevelopersGOTO Amsterdam 20222022-06-12
Demonstrates creating a churn classifier with Azure AutoML on ~10k–20k rows, producing a touted 99% model but showing that accuracy alone is insufficient; a…
Talk on
Session 7: Automated Machine Learning in ML.NETTechorama NL 20192019-09-30
An introduction to Automated Machine Learning (AutoML) using ML.NET, covering how ML.NET automates model selection and training for .NET developers. It…
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Interview SpeakerTechorama NL 20192019-09-30
Demonstrates that Microsoft provides a C# machine learning stack ML.NET v1.4 (about 1.5 years old) focused on classic algorithms and now edging into neural…
Interview on
Build a Q&A Bot with DeepLearning4JGOTO Berlin 20182018-10-31
Builds a Java Q&A bot using DeepLearning4J with an autoencoder plus classifier architecture: 1,024‑dim input layers, ~2,500‑word vocabulary, compressed latent…
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Build a Recommender System in Apache Spark and Integrate it Using AkkaScala Days Berlin 20162016-06-15
Builds a recommender with Apache Spark using ALS matrix factorization, trains a rank-10 model with alternating least squares (about 20 alternations; heavy…
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Build a Recommender System in Apache Spark and Integrate It Using AkkaScala Days Berlin 20162016-06-15
Shows how to train an ALS matrix‑factorization model in Apache Spark with specific hyperparameters (rank, iterations, lambda) and expose it as a REST service…
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