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Path	Synopsis
Chapter01
caching/example1 command
caching/example2 command
csv_files/example1 command
csv_files/example2 command
csv_files/example3 command
csv_files/example4 command
csv_files/example5 command
csv_files/example6 command
handling_data_gopher_style/example2 command
json/example1 command
json/example2 command
sql-like_databases/example1 command
sql-like_databases/example2 command
sql-like_databases/example3 command
Chapter02
hypothesis_testing/example1 command
hypothesis_testing/example2 command
matrices/example1 command
matrices/example2 command
matrices/example3 command
statistical_measures/example1 command
statistical_measures/example2 command
statistical_visualizations/example1 command
statistical_visualizations/example2 command
vectors/example1 command
vectors/example2 command
vectors/example3 command
vectors/example4 command
Chapter03
evaluation/categorical_metrics/example1 command
evaluation/categorical_metrics/example2 command
evaluation/categorical_metrics/example3 command
evaluation/continuous_metrics/example1 command
evaluation/continuous_metrics/example2 command
validation/training_test/example1 command
Chapter04
linear_regression/example1 command
linear_regression/example2 command
linear_regression/example3 command
linear_regression/example4 command
linear_regression/example5 command
linear_regression/example6 command
linear_regression/example7 command
multiple_regression/example1 command
multiple_regression/example2 command
non-linear_regression/example1 command
non-linear_regression/example2 command
non-linear_regression/example3 command
Chapter05
decision_tree/example1 command
decision_tree/example2 command
kNN/example1 command
logistic_regression/example1 command
logistic_regression/example2 command
logistic_regression/example3 command
logistic_regression/example4 command
logistic_regression/example5 command
logistic_regression/example6 command
logistic_regression/example7 command
naive_bayes/example1 command
Chapter06
distance/example1 command
evaluating/example1 command
evaluating/example2 command
k-means/example1 command
k-means/example2 command
k-means/example3 command
k-means/example4 command
k-means/example5 command
Chapter07
anomaly_detection/example1 command
auto_regressive/example1 command
auto_regressive/example2 command
auto_regressive/example3 command
auto_regressive/example4 command
auto_regressive/example5 command
auto_regressive/example6 command
representing_time_series/example1 command
representing_time_series/example2 command
statistics/example1 command
statistics/example2 command
statistics/example3 command
statistics/example4 command
Chapter08
building_a_simple_nn/example1 command
deep_learning/example1 command
utilizing_our_simple_nn/example1 command
Chapter09
building_a_scalable_pipeline/example1 command
building_a_scalable_pipeline/example2 command
running_model_reliably/example1 command
running_model_reliably/example2 command
running_model_reliably/example3 command

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