Beginning Anomaly Detection Using

Figure 6-54.  A graph showing anomalies

Figure 6-53.  A graph showing the time series

Chapter 6   Long Short-term memory modeLS 

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Since this data set has some noise or anomalies, there are anomalies (datapoints in 

RED) shown and everything else that is normal is green.

 Summary

In this chapter, we discussed recurrent neural networks and long short-term memory 

models. We also looked at LSTMs as a means to detect anomalies. We also walked 

through several different examples of time series data with different anomalies and 

showed how to start detecting anomalies.

In the next chapter, we will look at another method of anomaly detection,  

the