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Mark West

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titleconferencedate
A Practical-ish Introduction to Data ScienceGOTO Oslo 20202020-03-03
Uses the Titanic CSV (891 rows) to build a decision‑tree classifier predicting survival from age, gender, and ticket class; missing ages are imputed by…
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Deconstructing Deep LearningBig Data Conference Europe 20192019-11-26
Covers concrete implementations: a CNN built in Keras/TensorFlow runnable in Google Colab, with five hidden layers, 32 convolutional filters, max pooling and…
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A Practical-ish Introduction to Data ScienceBig Data Conference Europe 20192019-11-26
Argues that data science needs theory before tinkering and demonstrates it with real tools and numbers: uses scikit-learn and pandas inside a Jupyter notebook…
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A Practical(ish) Introduction to Data ScienceJfokus 20192019-02-04
Defines data science vs BI, shows practical steps to go from hypothesis and messy data to production-ready models, and emphasizes feature engineering and role…
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A Practical Introduction to Data ScienceNDC Oslo 20182018-06-11
Explains building a data science capability from scratch, uses scikit-learn and pandas with Jupyter/Anaconda, and shows a practical Titanic demo where missing…
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