Materials for the "IoT Data Analysis" section in the workshop
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AItest.zip
ARIMAmodel.ipynb
Data_analysis_for_IoT.md
FBProphetICTP.ipynb
ImageClassification.ipynb
IoT-sigproc.pdf
Outliers.ipynb
README.md
TS_60917.csv
TimeSeriesManipulation.ipynb
mmenv01.csv
soil.dat

README.md

ICTP-IoT-2017

Course material for "Data Analysis" section

Lecture slides are in IoT-sigproc.pdf.

Time series analysis

TimeSeriesManipulation.ipynb: for basic operations (uses the mmenv01.csv datafile)

Outliers.ipynb: for simple filtering of noisy data

(this notebook uses the soil.dat datafile)

ARIMAmodel.ipynb: for prediction using control theory.

FBProphetICTP.ipynb: for prediction by "AI" methods.

(Both notebooks use the TS_60917.csv datafile, courtesy of Rodrigo, as a sample time series)

Image classification

ImageClassification.ipynb: for classification by "AI".

(use the image samples in AItest.zip)