Introduction to Time Series Forecasting

Описание: I'm very excited to welcome you to our training session on Sequence Prediction with Keras and LSTM. First of all, we need, of course, data.
And I have decided that we can go to FRED, the Federal Reserve Bank in St. Louis.
And download here Crude Oil Prices for oil Brent in Europe. This data is measured since 1987, and we can download the entire data set,
which I have already done. We can have a first look at this data. We see that it has several peaks, one was in September 1990. And the biggest one was in June 2008, then it went down, then it went up, and so on, and so on, and so on. This data can download by clicking on this button, and then we can import it into our development environment. And here, we have to upload the data into the Cloud Object Storage.
The initial lectures series on this topic can find in the below links:
Introduction to Anomaly Detection
   • Introduction to Anomaly Detection  

How to implement an anomaly detector (1/2)
   • How to implement an anomaly detector (1/2)  
How to implement an anomaly detector (2/2)
   • How to implement an anomaly detector (2/2)  
How to deploy a real-time anomaly detector
   • How to deploy a real-time anomaly detector