About This Course
Course Curriculum
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What is Machine Learning?
00:04:00
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What is Amazon Web Services (AWS)?
00:01:00 -
Signing into AWS Console
00:02:00
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What is SageMaker, and how it is used for Machine Learning?
00:03:00 -
What is SageMaker Canvas?
00:03:00
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SageMaker Domain and User Setup
00:04:00 -
Setup Data in S3 Buckets for use in SageMaker
00:03:00
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Navigating in SageMaker Canvas
00:02:00
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Adding Training Data
00:03:00 -
Building and Using Model for Prediction
00:08:00 -
Predict Single; Batch Dataset
00:07:00 -
Validating Accuracy of Batch Predictions
00:02:00
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Adding Train & Test Data
00:01:00 -
Building and Using Model for Prediction
00:03:00 -
Predicting Data and Validating Accuracy
00:02:00
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Adding Data
00:02:00 -
Building Model
00:03:00 -
Performing & Validating Predictions
00:04:00
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Adding & Joining Datasets
00:04:00 -
Building Model 2
00:03:00 -
Predicting Test Data
00:02:00
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White Wine Quality Prediction
00:02:00
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Versioning
00:04:00
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Getting Datasets for Practice
00:04:00 -
Getting Help on SageMaker Canvas
00:04:00 -
Congratulations & Thankyou
00:01:00