- Introduction to Time Series | Topology for Time Series

Introduction to Time Series | Topology for Time Series

Get started with a brief introduction to time series and the topological algorithms to compare time series data.

This talk will introduce participants to topological algorithms to compare time series data. Participants will come away with an understanding of the persistent homology algorithm, an...
Get started with a brief introduction to time series and the topological algorithms to compare time series data.

This talk will introduce participants to topological algorithms to compare time series data. Participants will come away with an understanding of the persistent homology algorithm, an understanding of the caveats of analyzing/comparing time series data, and an understanding of how to implement the algorithm in R.

Table of Contents:
00:00 Introduction
00:42 Time Series Data
05:09 Topology
07:13 Homology
09:00 Comparing Time Series with Persistent Homology
10:55 Dataset Overview
11:35 Question Break
16:35 Live R Coding
25:30 QnA

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JSE Stock Dataset: https://hubs.la/Q01ssSCK0
EGX30 Stock Dataset: https://hubs.la/Q01ssS_c0
R Code File: https://hubs.la/Q01ss-vM0
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#timeseries #timeseriesanalysis #rprogramming

#time series #time series analysis #Time Series Data #programming #coding #Comparing Time Series #autocorrelation #stationarity #analyzing time series #R Coding

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