Sayat satybald

Probabilistic Data Structures for Web Analytics and Data Mining : A great overview of the space of probabilistic data structures and how they are used in approximation algorithm implementation.
Models and Issues in Data Stream Systems
Philippe Flajolet’s contribution to streaming algorithms : A presentation by Jérémie Lumbroso that visits some of the hostorical perspectives and how it all began with Flajolet
Approximate Frequency Counts over Data Streams by Gurmeet Singh Manku & Rajeev Motwani : One of the early papers on the subject.
[Methods for Finding Frequent Items in Data Streams](http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.187.9800&rep

Frontend Development

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	import pandas as pd
	from sqlalchemy.engine import create_engine

	# Presto
	engine = create_engine('presto://localhost:8080/system/runtime')

	#Read Presto Data query into a DataFrame
	df = pd.read_sql('select * from queries limit 1', engine)
	df.head()