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Open Machine Learning Course

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item 5 is missing. ![изображение](https://user-images.githubusercontent.com/60524574/179260658-ae192531-9d21-4f93-aa28-5a2b7f90b445.png) https://github.com/Yorko/mlcourse.ai/blob/54bca0f807481af872ca3245225c5084df5375d1/book/topic02/topic02_visual_data_analysis.html#L806

I made some minor grammatical changes on README.md files. Below are the changes I made, and I hope these changes help you out at least a bit. 1) Yury aimed...

Aleksandr Korotkov, [LinkedIn](https://www.linkedin.com/in/alexandr-korotkov/), [email](mailto:krotix%40gmail.com) Ссылка на мой linkedin не правильная. Поправьте пожалуста на мой https://www.linkedin.com/in/krotix/

I noticed a typo in the third part of the fifth topic of the open course. [Тема 5. Часть 3.](https://github.com/Yorko/mlcourse.ai/blob/main/jupyter_russian/topic05_bagging_rf/topic5_part3_feature_importance.ipynb) In the last string of first cell of codes wrong...

OOB is actually the mean prediction error on each training sample xᵢ, using only the trees that did not have xᵢ in their bootstrap sample. [Wiki](https://en.wikipedia.org/wiki/Out-of-bag_error), [StackOverflow](https://stackoverflow.com/questions/18541923/what-is-out-of-bag-error-in-random-forests)

articles

Topics 2 and 9, part 2. [Plolty & JupyterBook](https://jupyterbook.org/interactive/interactive.html#plotly), `iplot` is not working

jupyter-book

Address comments [here](https://www.kaggle.com/kashnitsky/a2-demo-analyzing-cardiovascular-data-solution/comments) on Kaggle.

demo_assignments

On the [solution for the 9th demo assignment](https://mlcourse.ai/book/topic09/assignment09_time_series_solution.html) something goes wrong in the end. SARIMAX parameters are NaN, infinity and zeros. ![image](https://user-images.githubusercontent.com/17138883/190725665-d8459faf-a706-4053-b919-eb26b6469937.png) And last plot after inversed box-cox transformation shows...

- Fix issues - Fix typos - Correct the translation where needed - Add images where necessary

enhancement
articles