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Bewertung und Feedback des Lernenden für Data for Machine Learning von Alberta Machine Intelligence Institute

94 Bewertungen

Über den Kurs

This course is all about data and how it is critical to the success of your applied machine learning model. Completing this course will give learners the skills to: Understand the critical elements of data in the learning, training and operation phases Understand biases and sources of data Implement techniques to improve the generality of your model Explain the consequences of overfitting and identify mitigation measures Implement appropriate test and validation measures. Demonstrate how the accuracy of your model can be improved with thoughtful feature engineering. Explore the impact of the algorithm parameters on model strength To be successful in this course, you should have at least beginner-level background in Python programming (e.g., be able to read and code trace existing code, be comfortable with conditionals, loops, variables, lists, dictionaries and arrays). You should have a basic understanding of linear algebra (vector notation) and statistics (probability distributions and mean/median/mode). This is the third course of the Applied Machine Learning Specialization brought to you by Coursera and the Alberta Machine Intelligence Institute....



29. Dez. 2020

Excellent depth in coverage. Lab, although only one, was instructive to enable learning while also being exhaustive and intensive to drive learnings home.


11. Okt. 2020

Some bugs in the assignment, but overall excellent discussion of how to avoid common pitfalls when using data for ML.

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von Emil K

22. März 2020

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26. Juni 2020

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27. Mai 2021

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16. Feb. 2021

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31. Dez. 2020

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von Brett S

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14. Feb. 2021

von Emilija G

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von Camilo C

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von Miguel A S M

1. Dez. 2019

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von Valery M

31. März 2020

von Pankaj Z

10. März 2021

von Eshani A

28. Nov. 2020

von Pratama A A

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12. Juni 2020

von Abdullah A

24. Dez. 2019

von Kham H Y

31. Okt. 2020

von Danijel T

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von Halil T

18. Sep. 2020

von Jhon F B L

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von Lam C V D

26. Aug. 2020