Data Place – Telegram
Data Place
@dataplace
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Канал про данные, науку о данных и про обучение работе с данными.
Автор: Ирина Радченко, доцент, канд. техн. наук, любитель данных и Computer Science, в Телеграме -- @dadaistka
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Data Place
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Data Place
Rust In English:
1. 1st Edition. http://downloads.codecoding.com/rust/Programming%20Rust.pdf
2. The Rust Programming Language. https://doc.rust-lang.org/book/
174 viewsIrina, 
Data Place
http://blog.kaggle.com/2017/01/23/a-kaggle-master-explains-gradient-boosting/
Kaggle Blog
Official Kaggle Blog!
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Data Place
Полезные ссылки на материалы по поводу Operational Data Store (ODS): https://medium.com/@iradche/operational-data-store-ods-2cffc02c3684
Medium
Operational Data Store (ODS)
An operational data store is used for operational reporting and as a source of data for the Enterprise Data Warehouse (EDW). It is a…
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Data Place
Source: https://alison.com/topic/learn/64684/the-data-science-process
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Data Place
https://medium.freecodecamp.org/the-best-data-science-courses-on-the-internet-ranked-by-your-reviews-6dc5b910ea40
freeCodeCamp.org
The best Data Science courses on the internet, ranked by your reviews
by David Venturi The best Data Science courses on the internet, ranked by your reviews Photo by Quinlan Pfiffer [https://flic.kr/p/pra3h4]A year and a half ago, I dropped out of one of the best computer science programs in Canada. I started creating my own…
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Data Place
https://medium.com/indeed-data-science/theres-no-such-thing-as-a-data-scientist-8dae923c14e3
Medium
There's No Such Thing as a Data Scientist
The Inconsistent Definitions of Data Science and More Denoscriptive Titles
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Data Place
Source: https://alison.com/topic/learn/64684/the-data-science-process
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В России на DataCampе мало кто учится: https://www.similarweb.com/website/datacamp.com
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Data Science mind maps:

https://www.excelr.com/data-science-mind-map/
Excelr
Data Science Mind Map
 
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Data Science mind maps: http://cedadocs.ceda.ac.uk/962/2/Data-Scientist_Poster.pdf
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https://www.datacamp.com/community/tutorials/learn-data-science-infographic
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Forwarded from Data Science Notes (Mariya Goroshko)
Big Data, Data Mining, and Machine Learning – Jared Dean (en) 2014

Для руководителей, которые хотят с помощью аналитики данных взять под контроль работу организации.

#book #middle #theory
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Data Place
Список платформ с наборами данных и API: https://www.kdnuggets.com/datasets/api-hub-marketplace-platform.html
KDnuggets
Data: APIs, Hubs, Marketplaces, and Platforms - KDnuggets
See also Government, Federal, State, City, Local and public data sites and portals Data APIs, Hubs, Marketplaces, Platforms, and Search Engines AggData, aggregate data in 15+ categories, with a focus on location data, like Starbucks locations. Apertio, lets…
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Data Place
Data Science Predicting The Future:

https://www.kdnuggets.com/2018/06/data-science-predicting-future.html
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Data Lake – the evolution of data processing:

https://www.kdnuggets.com/2018/06/data-lake-evolution-data-processing.html
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Data Place
Python on Hadoop
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Data Place
https://blog.alexlenail.me/what-is-the-difference-between-ridge-regression-the-lasso-and-elasticnet-ec19c71c9028
Eclectic Esoterica
What is the difference between Ridge Regression, the LASSO, and ElasticNet?
tldr: “Ridge” is a fancy name for L2-regularization, “LASSO” means L1-regularization, “ElasticNet” is a ratio of L1 and L2 regularization…
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Data Place
Introduction to Boosted Trees: http://xgboost.readthedocs.io/en/latest/model.html
#XGBoost
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Плюс книга "Learning Pandas": https://github.com/Gewissta/Learning_Pandas_russian_translation

#Pandas #Python
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Data Place
Forwarded from Artyom Gruzdev
ПРИЛОЖЕНИЕ 4.docx
807.2 KB
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Forwarded from DevBrain
Вышел долгожданный Python 3.7.0.

Из новинок:
- встроенная функция breakpoint
- Data Classes
- словари теперь хранят порядок при добавлении ключей (прощай, OrderedDict)

и т.д. Более подробный список изменений можно посмотреть по ссылке — https://www.python.org/downloads/release/python-370/
Python.org
Python Release Python 3.7.0
The official home of the Python Programming Language
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