Data Prediction with Amazon Forecast

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Carlos Rivas

48:10

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01 Introduction

001 Data Prediction with Amazon Forecast.mp4

00:58

002 Audience.mp4

01:36

02 Concepts

001 Use cases.mp4

02:15

002 Concepts.mp4

02:13

003 Predefined data sets.mp4

03:33

004 Pricing.mp4

02:44

03 Data and Training

001 Amazon Forecast workflow.mp4

02:12

002 Security.mp4

05:15

003 Data preparation and ingestion.mp4

05:36

004 Predictor training.mp4

04:30

04 Predictions

001 Generating forecasts.mp4

03:28

002 Validating the output.mp4

03:58

05 Predictions and Visualization

001 Exporting your forecasts.mp4

02:33

002 Forecast visuals.mp4

03:53

003 Should you trade stocks using Amazon Forecast .mp4

01:24

06 Conclusion

001 Next steps.mp4

02:02

Description

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.

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Data Science

Carlos Rivas

Instructor's Courses

Software Development has been my craft for over 2 decades. In recent years, I was introduced to the world of "Infrastructure as Code" and Cloud Computing. I loved it! -- it re-sparked my interest in staying on the cutting edge of technology. Colleagues regard me as a mentor and leader in my areas of expertise and also as the person to call when production servers crash and we need the App back online quickly. My primary skills are: ★ Software Development ( Java, PHP, Python and others ) ★ Cloud Computing Design and Implementation ★ DevOps: Continuous Delivery and Integration Going forward, I see myself helping organizations develop and deploy highly-available, scalable software solutions. Let's connect: Email me. ✉ [email protected] " Never Stop Learning! "

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