April 2018
Beginner to intermediate
500 pages
11h 26m
English
book
Hands-On Machine Learning on Google Cloud Platform
by Giuseppe Ciaburro, V Kishore Ayyadevara, Alexis Perrier, Bryan Fry, Antonio Gulli
Content preview from Hands-On Machine Learning on Google Cloud Platform
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Overview of the time series dataset
Scientists from the US National Oceanic and Atmospheric Administration (NOAA) have measured atmospheric carbon dioxide from 1965 to 1980 near the top of the Mauna Loa volcanic cone (Hawaii). The dataset covers carbon dioxide concentrations of 317.25 to 341.19 parts per million (ppm) by volume and contains 192 monthly records. Here is some useful information about this dataset:
- Units: ppm
- Dataset metrics: 192 fact values in one time series
- Time granularity: Month
- Time range: January 1965-December 1980
Source: TSDL, created by Rob Hyndman, a professor of statistics at Monash University, Australia.
Data is available in the .csv file named co2-ppm-mauna-loa-19651980.csv. To start, let's see how to import ...
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