From Problem to Approach and From Requirements to Collection-Welcome to the Course
Course Introduction
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Helpful Tips for Course Completion
From Problem to Approach and From Requirements to Collection-Problem to Approach
Data Science Methodology Overview
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Business Understanding
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Analytic Approach
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From Problem to Approach and From Requirements to Collection-From Requirements to Collection
Data Requirements
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Data Collection
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From Understanding to Preparation and From Modeling to Evaluation-From Understanding to Preparation
Data Understanding
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Data Preparation - Concepts
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Data Preparation - Case Study
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From Understanding to Preparation and From Modeling to Evaluation-From Modeling to Evaluation
Modeling - Concepts
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Modeling - Case Study
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Evaluation
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From Deployment to Feedback and Final Evaluation-From Deployment to Feedback
Deployment
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Feedback
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Storytelling
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Course Summary
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Final Project and Assessment-Final Project
Introduction to CRISP-DM
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Final Project and Assessment-Course Summary and Final Quiz
Review what you learned
Final Project and Assessment-Course Wrap Up
Congratulations and Next Steps
Thanks from the Course Team
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