Data Science: A First Introduction

By:

Timbers, Tiffany

Contributor(s):

Material type: Text

TextPublication details: Routledge 2022 Boca RatonDescription: 420pISBN:

9780367524685

Subject(s):

Mathematical statistics - Data processing

DDC classification:

519.502855 TIM

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Holdings
Item type	Current library	Item location	Collection	Call number	Status	Date due	Barcode	Item holds
Book	NIMA Knowledge Centre	9th Floor Reading Zone	General	519.502855 TIM (Browse shelf(Opens below))	Available		M0043291

Total holds: 0

1 R and the tidyverse
2 Reading in data locally and from the web
3 Cleaning and wrangling data
4 Effective data visualization
5 Classification I: training & predicting
6 Classification II: evaluation & tuning
7 Regression I: K-nearest neighbors
8 Regression II: linear regression
9 Clustering
10 Statistical inference
11 Combining code and text with Jupyter
12 Collaboration with version control
13 Setting up your computer

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