Articles data-engineering
Data pipeline with Docker, InfluxDB, and Grafana
Set up a typical data pipeline as may be used in experimental science and IOT, with Docker, InfluxDB, and Grafana.
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MongoDB : Remote Access (raspberry pi)
With this uncomplicated recipe, you will learn how to manage ports on your raspberry pi (or any Debian), and how to enable remote access to your database server. The installation of mongodb on the pi is also covered.
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MongoDB in 10' : Fill with python, Read with pandas
Set up your first MongoDB server, store data with python, and analyze it with pandas in a jupyter notebook.
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data engineering
Text Preprocessing For Machine Learning (yelp dataset part 2)
The yelp dataset is large, and it's in text format. Here are detailed explanations and all the code needed to convert it to a numpy array for machine learning.
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Simple Text Mining with Pandas
Prepare the yelp dataset (shop reviews) for natural language processing.
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