Practice More Quizzes:
Q:
How do you add a 1 dimensional convolution to your model for predicting time series data?
Q:
What’s the input shape for a univariate time series to a Conv1D?
Q:
You used a sunspots dataset that was stored in CSV. What’s the name of the Python library used to read CSVs?
Q:
If your CSV file has a header that you don’t want to read into your dataset, what do you execute before iterating through the file using a ‘reader’ object?
Q:
When you read a row from a reader and want to cast column 2 to another data type, for example, a float, what’s the correct syntax?
Q:
What was the sunspot seasonality?
Q:
After studying this course, what neural network type do you think is best for predicting time series like our sunspots dataset?
Q:
Why is MAE a good analytic for measuring accuracy of predictions for time series?
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