Week 8 - Sequences, Time Series and Prediction, Part I

This week you will...

• take a look at some of the unique considerations involved when handling sequential time series data -- where values change over time, like the temperature on a particular day, or the number of visitors to your web site. We'll discuss various methodologies for predicting future values in these time series.

• begin to teach neural networks to recognize and predict on time series.

Learning Resources

• Week 1 and 2 of the course Sequences, Time Series and Prediction

Until next week you should...

• complete week 3 and week 4 of the course Sequences, Time Series and Prediction

• complete the two assignments in the following notebooks:

  • TBD

• working on the definition of your project's final model(s) and their evaluation according to the instructions given here.

• document how you will evaluate your model results