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add blog link for video 4

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Kevin Markham 2015-05-01 00:09:01 -04:00
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@ -28,7 +28,7 @@ This repo contains IPython notebooks from my scikit-learn video series, as seen
- How do we describe a dataset using machine learning terminology?
- What are scikit-learn's four key requirements for working with data?
4. Training a machine learning model with scikit-learn ([video](https://www.youtube.com/watch?v=RlQuVL6-qe8&list=PL5-da3qGB5ICeMbQuqbbCOQWcS6OYBr5A&index=4), [notebook](http://nbviewer.ipython.org/github/justmarkham/scikit-learn-videos/blob/master/04_model_training.ipynb), blog post)
4. Training a machine learning model with scikit-learn ([video](https://www.youtube.com/watch?v=RlQuVL6-qe8&list=PL5-da3qGB5ICeMbQuqbbCOQWcS6OYBr5A&index=4), [notebook](http://nbviewer.ipython.org/github/justmarkham/scikit-learn-videos/blob/master/04_model_training.ipynb), [blog post](http://blog.kaggle.com/2015/04/30/scikit-learn-video-4-model-training-and-prediction-with-k-nearest-neighbors/))
- What is the K-nearest neighbors classification model?
- What are the four steps for model training and prediction in scikit-learn?
- How can I apply this pattern to other machine learning models?