Data Prediction with Amazon Forecast

Data Prediction with Amazon Forecast

48mBeginner2021-05-13

Authors

Carlos Rivas

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

Introduction

  • Data Prediction with Amazon Forecast
  • Audience

Concepts

  • Use cases
  • Concepts
  • Predefined data sets
  • Pricing

Data and Training

  • Amazon Forecast workflow
  • Security
  • Data preparation and ingestion
  • Predictor training

Predictions

  • Generating forecasts
  • Validating the output

Predictions and Visualization

  • Exporting your forecasts
  • Forecast visuals
  • Should you trade stocks using Amazon Forecast

Conclusion

  • Next steps
40,000 Toman