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TPG3

Lecture on Big Data and Artificial Intelligence

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From  Clare Llewellyn 0 likes 35 plays 0  

Registration - Cool Farm Tool

This video is from the Cool Farm Toool

From  Louise Connelly 0 likes 189 plays

ML0: Introduction to ML

This video is taken from the introductory seminar…

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From  Elliot Crowley 0 likes 62 plays 0  

IDS - Week 09 - 04 - Feature engineering

Feature engineering with recipes and fitting…

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From  Mine Cetinkaya-Rundel 0 likes 49 plays 0  

IDS - Week 09 - 03 - Prediction and overfitting

Making predictions based on models and splitting…

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From  Mine Cetinkaya-Rundel 0 likes 65 plays 0  

IDS - Week 09 - 02 - Logistic regression

Predicting binary outcomes with logistic…

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From  Mine Cetinkaya-Rundel 0 likes 60 plays 0  

ML5: K-Nearest Neighbours Classification

In this video, we introduce the simplest…

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From  Elliot Crowley 0 likes 40 plays 0  

ML4: An introduction to Classification

Here, we explain what is meant by a (binary)…

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From  Elliot Crowley 0 likes 43 plays 0  

Receiver Operating Characteristic (ROC) Curve

Receiver Operating Characteristic (ROC) Curve

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From  Nigel Goddard 1 likes 3,668 plays 0  

Classification Error and Accuracy

Classification Error and Accuracy

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From  Nigel Goddard 0 likes 3,065 plays 0  

False Positives and False Negatives

False Positives and False Negatives

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From  Nigel Goddard 1 likes 2,996 plays 0  

Generalization Error

Generalization Error

From  Nigel Goddard 0 likes 3,998 plays 0  

Naive Bayes for Spam Detection

Naive Bayes for Spam Detection

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From  Nigel Goddard 2 likes 3,960 plays 1  

The Zero-Frequency Problem

The Zero-Frequency Problem

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From  Nigel Goddard 1 likes 3,695 plays 0  

Bayesian Classification

Bayesian Classification

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From  Nigel Goddard 1 likes 5,006 plays 0  

Supervised vs Unsupervised Learning

Supervised vs Unsupervised Learning

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From  Nigel Goddard 1 likes 2,903 plays 0