Data Prediction with Amazon Forecast
48mBeginner2021-05-13
Authors

Carlos Rivas
AWS Infrastructure Expert
Course details
Machine learning is growing exponentially, and in Amazon Forecast you have a great machine learning tool for performing predictive analysis. In this course, instructor Carlos Rivas takes you through data preparation and ingestion, selecting prediction training data, training predictors, and generating forecasts using those trained predictors. After explaining use cases for a tool like Amazon Forecast, Carlos goes over key terms and keywords, predefined data sets, and pricing. He discusses how to import data, double-check your security settings, prepare your data, and train your predictors. Carlos steps through how to run relevant forecasting jobs and validate your output, then concludes with predictions and visualization.
Skills covered
Amazon Web Services (AWS)AmazonCloud ServicesCloud PlatformsCloud ComputingOne-Off
Concepts
0. Introduction
- 01 - Data Prediction with Amazon Forecast
- 02 - Audience
1. Concepts
- 03 - Use cases
- 04 - Concepts
- 05 - Predefined data sets
- 06 - Pricing
2. Data and Training
- 07 - Amazon Forecast workflow
- 08 - Security
- 09 - Data preparation and ingestion
- 10 - Predictor training
3. Predictions
- 11 - Generating forecasts
- 12 - Validating the output
4. Predictions and Visualization
- 13 - Exporting your forecasts
- 14 - Forecast visuals
- 15 - Should you trade stocks using Amazon Forecast
Conclusion
- 16 - Next steps
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