Time Series Analysis with Amazon Forecast [FULL Workshop!]

More tutorials like this in our AWS courses (special promo!): CCP: http://bit.ly/3JrvXk7 | SAA: http://bit.ly/45HC77e 🔔 Hey there CloudWolves! Don’t forget to subscribe for more AWS certification prep content and tutorials! https://youtube.com/@cloudwolfaws?sub_confirmation=1 https://linkedin.com/company/cloudwolf https://instagram.com/cloudwolfaws In this full workshop we will leverage the power of Amazon Forecast for Time Series Analysis. Amazon Forecast is a fully managed deep learning service for Time Series Predictions. By providing Amazon Forecast with historical time-series data, you can predict future points in the series. Time-series forecasting is useful in multiple domains, including retail, financial planning, supply chain, and healthcare. You can also use Amazon Forecast to forecast operational metrics for inventory management, and workforce and resource planning and management. In CloudWolf you will find the dataset folder used for this lab (Live Lab #2 - 2 Datasets.zip) as well as another dataset folder containing more data for your practice (Live Lab #2 - 5 Datasets.zip). Here is the description of this second practice dataset folder: Tiny Data: 1 store, 2 items, only 2017. Small Data: 1 store, 3 items, 2013 to 2017. Medium Data: 1 store, 50 items, 2013 to 2017. Big Data: 10 stores, 50 items, 2013 to 2017. Huge Data: The original dataset with a train.csv file and a test.csv file. Here are the timestamps of the video: 0:00 Welcome! 1:00 Explanation of the case study and the dataset 6:50 Upload the data in S3 8:20 Get started with Amazon Forecast 21:30 Create and train a predictor 29:30 Generate the forecasts 42:45 Clean up Cheers, Hadelin More workshops and courses available here: https://community.cloudwolf.com/checkout/cloudwolf-subscription #aws #ai #machinelearning #educational #tutorial