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Amazon Redshift Cookbook
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Jupyter Notebooks is an interactive web application that enables you to analyze clusters interactively. Jupyter Notebooks applications are widely used by users such as business analysts, data scientists, and so on to perform data wrangling and exploration. Using a Jupyter Notebook, you can access all the historical data available in Amazon Redshift and combine it with the data that's available in the other sources, such as Amazon S3-based data lake. For example, you might want to build a forecasting model based on the historical sales data in Amazon Redshift, which will be combined with the clickstream data available in the data lake. Jupyter Notebooks are the tool of choice here due to the versatility they provide in terms of exploration tasks and the strong support from the open source community.
To complete this recipe, you will need to do the following: