Modeling and Training Machine Learning Models in AWS-Introducing Modeling Concepts
Course Outline
Welcome to the Course
Modeling and Training Machine Learning Models in AWS Overview
Introduction to AWS Machine Learning - Modeling
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Modeling concepts-Part 1
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Modeling concepts-Part 2
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Modeling and Training Machine Learning Models in AWS-Train machine learning models
Train Machine Learning Model - Load Data EDA & Preprocess
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Train Machine Learning Models - Split the Dataset - Train - Test
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Machine Learning Models: Performance evaluation and Tuning-Performance evaluation and Tuning
Machine Learning Models: Performance evaluation and Tuning Overview
Deploy and evaluate performance of machine learning models - lab
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Perform automatic model tuning
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Perform automatic model tuning - lab
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Train model after automatic model tuning - lab
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Exam tips Part 1
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Exam tips Part 2
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Key Takeaways of Course
Course Conclusion