Performance auditing

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Skills You'll Learn

Human-level Performance (HLP), Concept Drift, Model baseline, Project Scoping and Design, ML Deployment Challenges

Reviews

4.8 (1,385 ratings)

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EE

May 19, 2021

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Excellent course, as always! Many thanks!\n\nGreat combination of theory + notebooks with practical examples.\n\nEverything is perfectly structured. I will recommend this course to everyone!

AC

Jun 8, 2021

Filled StarFilled StarFilled StarFilled StarFilled Star

I have been working in a large payments technology company for last one year and I can vouch for all the processes Andrew beautifully summarised. It does help a lot working in the industry.

From the lesson

Week 2: Select and Train a Model

This week is about model strategies and key challenges in model development. It covers error analysis and strategies to work with different data types. It also addresses how to cope with class imbalance and highly skewed data sets.

Taught By

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    Andrew Ng

    Instructor

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    Cristian Bartolomé Arámburu

    Curriculum Developer

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