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Вернуться к Data for Machine Learning

Отзывы учащихся о курсе Data for Machine Learning от партнера Alberta Machine Intelligence Institute

Оценки: 96

О курсе

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....

Лучшие рецензии


29 дек. 2020 г.

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


11 окт. 2020 г.

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

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1–24 из 24 отзывов о курсе Data for Machine Learning

автор: Emil K

22 мар. 2020 г.

автор: L S m

26 июня 2020 г.

автор: Kirke B L

27 мая 2021 г.

автор: Hen H

16 февр. 2021 г.

автор: Andres L

31 дек. 2020 г.

автор: Prasad N

29 дек. 2020 г.

автор: Brett S

12 окт. 2020 г.

автор: Gustavo I M V

14 февр. 2021 г.

автор: Emilija G

9 янв. 2020 г.

автор: Camilo C

5 июля 2020 г.

автор: Miguel A S M

1 дек. 2019 г.

автор: Naruki H

17 июля 2020 г.

автор: Tony J

17 июля 2020 г.

автор: Valery M

31 мар. 2020 г.

автор: Pankaj Z

10 мар. 2021 г.

автор: Eshani A

28 нояб. 2020 г.

автор: Pratama A A

8 июня 2020 г.

автор: SHREYAS C

12 июня 2020 г.

автор: Abdullah A

24 дек. 2019 г.

автор: Kham H Y

31 окт. 2020 г.

автор: Danijel T

22 июля 2020 г.

автор: Halil T

18 сент. 2020 г.

автор: Jhon F B L

25 апр. 2020 г.

автор: Lam C V D

26 авг. 2020 г.