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Barbara Fusinska

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Ben Hall & Barbara FusinskaCopenhagen Developers Festival 20232023-08-28
Explains tokenization, attention and Transformers with a tiny Shakespeare demo that converges after 500 iterations, then scales to production LLMs trained on…
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Natural Language Processing with Deep Learning and TensorFlowNDC Porto 20192019-02-26
Walks through a practical pipeline: use a 128-dim TF Hub sentence embeddings as input to a DNN (512, 128 hidden layers) trained with TensorFlow Estimators for…
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Introduction to Natural Language Processing with PythonNDC Minnesota 20182018-05-07
Hands-on pipeline that reads the Reuters dataset (74 indexes), builds a 500-word bag of words vocabulary with stop-word filtering and Porter stemming, converts…
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Networks are like onions: Practical Deep Learning with TensorFlowNDC London 20182018-01-15
Starts with a one-line TensorFlow model that flattens 28x28 MNIST pixels to a 784→10 dense layer and gets ~83% accuracy, then adds a 1024-unit hidden layer…
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Machine Learning with RCodemotion Milan 20172017-11-10
Classifies handwritten digits from 8x8 pixel vectors using 5‑nearest neighbors via caret, yields a confusion matrix (common confusions: 1↔8, 9↔7). Fits linear…
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TensorFlow in Three SentencesNDC Sydney 20172017-08-14
Three clear claims: build a computational graph (constants, placeholders, variables; session run), choose a level of abstraction from raw ops to DNNClassifier…
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.NET Rocks Live Panel on Machine LearningNDC London 20172017-01-16
Join Carl and Richard from .NET Rocks and a panel including Jennifer Marsman, Barbara Fusinska and Evelina Gabasova discussing the state of machine learning…
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Predicting the future as a service with Azure ML and RNDC London 20172017-01-16
Walks through building a binary income classifier in Azure ML Studio using a 32k-row, 15-column dataset, a boosted decision tree, and an 80/20 split for…
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Streams, lakes and oceans – working with on big data with Azure MLNDC Sydney 20162016-08-01
Azure ML Studio model training stays under a ~10 GB limit while deployed models serve as REST endpoints; a demo pipeline uses Event Hubs → Stream Analytics to…
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Getting started with R when analysing Github eventsVoxxed Days Vienna 20162016-03-16
Uses R to parse GitHub Archive hourly JSON with readLines + jsonlite, converts each line to an event, then filters for only pull_request contains language…
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