SkillFactory-Tasks

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SkillFactory-Tasks

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A repository for the SkillFactory data science projects

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# SkillFactory-Tasks
A repository for the [SkillFactory Data Science Pro courses](https://skillfactory.ru/data-scientist-pro)

## Projects
* [Project 1. HeadHunter Vacancies](https://github.com/DKudryavtsev/SkillFactory-Tasks/tree/main/Project_1-HeadHunterVacancies)
* [Project 2. SQL](https://docs.google.com/document/d/1FteBms0UFoco8gaYCQrIMf9E_VTQlWECn58hL1jbnMM/edit?usp=sharing)
* [Project 3. Booking Reviews](https://github.com/DKudryavtsev/SkillFactory-Tasks/tree/main/Project_3-BookingReviews)
* [Project 4. Classification](https://github.com/DKudryavtsev/SkillFactory-Tasks/tree/main/Project_4-Classification)
* [Project 5. Regression](https://github.com/DKudryavtsev/SkillFactory-Tasks/tree/main/Project_5-Regression)
* [Project 6. Customer Segmentation](https://github.com/DKudryavtsev/SkillFactory-Tasks/tree/main/Project_6-CustomerSegmentation)

## Tasks
* [Task 0. The game of guessing a number](https://github.com/DKudryavtsev/SkillFactory-Tasks/tree/main/task_00-guess_number)
* [Task 1. Churn visualisation](https://github.com/DKudryavtsev/SkillFactory-Tasks/tree/main/task_01-churn_visualisation)
* [Task 2. Statistical tests](https://github.com/DKudryavtsev/SkillFactory-Tasks/tree/main/task_02-statistical_tests)
* [Task 3. AB testing](https://github.com/DKudryavtsev/SkillFactory-Tasks/tree/main/task_02-statistical_tests)
* [Task 4. Kaggle competition](https://www.kaggle.com/code/dkudryavtsev/lightautoml-solution-dk)
* [Task 5. Hyperparameter optimization](https://github.com/DKudryavtsev/SkillFactory-Tasks/tree/main/task_05-hyperparameter_opt)
* [Task 6. Optimization](https://github.com/DKudryavtsev/SkillFactory-Tasks/tree/main/task_06-optimization)
* [Task 7. Naive Bayes classification](https://github.com/DKudryavtsev/SkillFactory-Tasks/tree/main/task_07-naive_bayes_classif)
* [Task 8. Time series](./task_08-time_series/)
* [Task 9. Streamlit application](./task_09-streamlit_app/)

SkillFactory-Tasks

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