ссылки
Roadmap
https://github.com/ossu/data-science
Шпоры
https://medium.com/@anushka.datascoop/101-data-science-cheat-sheets-ml-dl-scraping-python-r-sql-maths-statistics-ef30b4d786eb
https://www.kaggle.com/datasets/timoboz/data-science-cheat-sheets
https://www.kdnuggets.com/2022/06/21-cheat-sheets-data-science-interviews.html
https://towardsdatascience.com/machine-learning-algorithms-cheat-sheet-2f01d1d3aa37
https://www.knowledgehut.com/blog/data-science/data-science-cheat-sheets
http://www.datasciencefree.com/cheatsheets.html
https://www.datacamp.com/cheat-sheet
https://github.com/aaronwangy/Data-Science-Cheatsheet
https://www.kdnuggets.com/2022/02/complete-collection-data-science-cheat-sheets-part-1.html
https://www.kdnuggets.com/2022/02/complete-collection-data-science-cheat-sheets-part-2.html
https://github.com/FavioVazquez/ds-cheatsheets
https://github.com/afshinea/stanford-cs-229-machine-learning
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python
- Telegram
https://t.me/py_learning
https://t.me/pythonknigi_backup
https://t.me/pycodings
https://t.me/learning_python_video
https://t.me/python_hunt
https://t.me/python_resources_iGnani
https://t.me/pythonknigi
https://t.me/pythonetc
https://t.me/pythonsarchive
https://t.me/bestpython
https://t.me/PythonHub
https://t.me/python3learning
https://t.me/pythonlbooks
https://t.me/zen_of_python
- SQL
https://t.me/sqlquestions
https://t.me/start_ds
https://t.me/database_group
https://t.me/sql_oracle_databases
https://t.me/dba_ru
https://t.me/sqlprofi
https://t.me/db_in_it
https://t.me/database_design
https://t.me/leftjoin
https://t.me/database_group
https://t.me/sqlexercises
https://t.me/sqlprofi
https://t.me/sqlcom
https://t.me/joinchat/VxiIJbNfZWNy3k-h
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DataScience
математика
https://www.khanacademy.org/math/statistics-probability
https://towardsdatascience.com/mathematics-for-data-science-e53939ee8306
курсы
https://www.deeplearning.ai/courses/
https://github.com/microsoft/Data-Science-For-Beginners
https://github.com/microsoft/ML-For-Beginners
https://github.com/GokuMohandas/Made-With-ML
https://github.com/Data-Learn/data-science
https://github.com/lexfridman/mit-deep-learning
youtube курсы
https://www.youtube.com/watch?v=bPrmA1SEN2k&list=PLZoTAELRMXVPBTrWtJkn3wWQxZkmTXGwe
https://www.youtube.com/watch?v=EP5cs7urLYI&list=PLZoTAELRMXVNUcr7osiU7CCm8hcaqSzGw
https://www.youtube.com/watch?v=YFNKnUhm_-s&list=PLZoTAELRMXVPGU70ZGsckrMdr0FteeRUi
библиотеки python
https://github.com/pandas-dev/pandas
https://github.com/donnemartin/data-science-ipython-notebooks
https://github.com/ray-project/ray
https://github.com/sberbank-ai-lab/LightAutoML
Задачи
https://github.com/ajcr/100-pandas-puzzles
https://github.com/guipsamora/pandas_exercises
Telegram
https://t.me/MachineLearningUsingPython
https://t.me/data_analysis_ml
https://t.me/machinelearning_ru
https://t.me/big_data_analysis
https://t.me/devsp
https://t.me/bigdata_world
https://t.me/ai_machinelearning_big_data
https://t.me/data_science_wiki
https://t.me/opendatascience
https://t.me/ds_international
https://t.me/pandas_dev
https://t.me/PyMachineLearningBR
https://t.me/MachineLearningUsingPython
Discord (ссылки на списки с серверами)
https://towardsdatascience.com/top-20-data-science-discord-servers-to-join-in-2020-567b45738e9d#de08
https://anyinstructor.com/top-10-discord-servers-for-your-data-science-discussions/
https://medium.com/geekculture/5-most-active-discord-servers-for-python-and-data-science-in-2022-d49bacda874c
https://thehiveindex.com/topics/data-science/platform/discord/
https://nimblebox.ai/blog/mlops-discord-servers
https://outerjoin.us/remote-teams/discord