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
Source: https://alison.com/topic/learn/64684/the-data-science-process
149 viewsIrina, 
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…
150 viewsIrina, 
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
142 viewsIrina, 
Data Place
Source: https://alison.com/topic/learn/64684/the-data-science-process
160 viewsIrina, edited  
Data Place
В России на DataCampе мало кто учится: https://www.similarweb.com/website/datacamp.com
193 viewsIrina, 
Data Place
Data Science mind maps:

https://www.excelr.com/data-science-mind-map/
Excelr
Data Science Mind Map
 
189 viewsIrina, 
Data Place
Data Science mind maps: http://cedadocs.ceda.ac.uk/962/2/Data-Scientist_Poster.pdf
196 viewsIrina, 
Data Place
https://www.datacamp.com/community/tutorials/learn-data-science-infographic
171 viewsIrina, 
Data Place
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
5 viewsIrina, 
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…
163 viewsIrina, 
Data Place
Data Science Predicting The Future:

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

https://www.kdnuggets.com/2018/06/data-lake-evolution-data-processing.html
180 viewsIrina, edited  
Data Place
Python on Hadoop
270 viewsIrina, 
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…
301 viewsIrina, 
Data Place
Introduction to Boosted Trees: http://xgboost.readthedocs.io/en/latest/model.html
#XGBoost
239 viewsIrina, 
Data Place
Плюс книга "Learning Pandas": https://github.com/Gewissta/Learning_Pandas_russian_translation

#Pandas #Python
221 viewsIrina, edited  
Data Place
Forwarded from Artyom Gruzdev
ПРИЛОЖЕНИЕ 4.docx
807.2 KB
319 viewsIrina, 
Data Place
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
15 viewsIrina, 
Data Place
Вот здесь можно бесплатно скачать книгу Practical Data Analysis:
https://www.packtpub.com/packt/free-ebook/practical-data
Packtpub
Your Free Data Analysis eBook | PACKT Books
Packt Publishing provides technology eBooks, books and videos to help IT Developers and Administrators to put software and tools to work in new ways.
221 viewsIrina, 
Data Place
Apache Spark Under the Hood. Getting started with core architecture and basic concepts: https://pages.databricks.com/rs/094-YMS-629/images/Mini%20eBook%20-%20Apache%20Spark%20v2.pdf

#ApacheSpark
212 viewsIrina, 
Data Place
Forwarded from Python Textbooks (Mariya Goroshko)
Bioinformatics Programming Using Python – Mitchell L Model (en) 2010

Покажет как использовать Python для автоматизации задач в научных исследованиях.

#middle
7 viewsIrina,