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machine learning procedure (2 training a model (k nearest neighbor…
machine learning procedure
1 dataset
load
describe
scikit-learn's four key requirements for working with data
2 training a model
k nearest neighbor classification model
loading data
step1
step 2
step3 (model training)
step 4
comparing machine learning models
which model to use
best tuning parameters
likely performance of my model
step 1 train and test on the entire dataset
step 2: train/test split
locate an even better value for K
4 data science pipeline
step 1 preparing x and y using pandas
linear regression