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Data Science Fundamentals for Python and MongoDB by David Paper

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Index

A

Aggregation pipeline
multistage
using native operations
Andrews curves

B

BeautifulSoup
Big data
MongoDB
movie dataset
MovieLens data to JSON
saving datasets
three datasets

C

Comma Separated Values (CSV) file
Correlation
data
coefficients measure
normal distributions and
pandas
SeePandas correlation
Cube data
Cumulative distribution function (CDF)

D

Data
Andrews curves
correlation
coefficients measure
normal distributions and
cube
dicing
normal distribution
one-dimensional
pandas
SeePandas correlation
parallel coordinates
RadViz
scaling
normal distribution
reads CSV dataset
zero mean and unit variance
slicing
two-dimensional
uniform distribution
wrangling
DataFrame (df)
Data randomization
Data science
fundamentals
reading and writing data
visualization
Dicing data
Dictionary

E, F

Euclidean ...

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