Contents
0:00 - Welcome
0:50 - Intro : what is process mining
1:10 - Notion of process
3:00 - Definition of process mining
3:49 - Examples of processes : warehouse
4:11 - Examples of processes : mortgage
4:38 - Examples of processes : hospital
4:54 - Examples of processes : web shop
6:13 - Process mining analogy
6:52 - Definition of process mining
7:55 - Working example with data introduction
8:26 - Event data
9:43 - Applying process mining
10:16 - Applying Process Mining : Process Discovery
12:13 - Applying process discovery on data
12:39 - Analysing the resulting model
14:38 - Process discovery vs data mining
16:55 - Applying Process Mining : Conformance Checking
17:50 - Applying conformance checking on data
20:10 - Replay fitness
20:41 - Overview process mining
21:21 - Intro pm4py library
22:37 - Process mining in python : importing event log
23:46 - Code for importing csv file
25:04 - xes import vs csv import
26:17 - Code for importing xes file
27:10 - Code for process discovery
28:06 - Visualise petri net
29:09 - Specify column
29:27 - Question on timestamp
31:00 - Wrap up
31:22 - Wrap up : model output analysis
Here is the link to the youtube video : https://www.youtube.com/watch?v=i6NGHvZyHXY&t=316s :) Hope it helps!
Contents 0:00 - Welcome 0:50 - Intro : what is process mining 1:10 - Notion of process 3:00 - Definition of process mining 3:49 - Examples of processes : warehouse 4:11 - Examples of processes : mortgage 4:38 - Examples of processes : hospital 4:54 - Examples of processes : web shop 6:13 - Process mining analogy 6:52 - Definition of process mining 7:55 - Working example with data introduction 8:26 - Event data 9:43 - Applying process mining 10:16 - Applying Process Mining : Process Discovery 12:13 - Applying process discovery on data 12:39 - Analysing the resulting model 14:38 - Process discovery vs data mining 16:55 - Applying Process Mining : Conformance Checking
17:50 - Applying conformance checking on data 20:10 - Replay fitness 20:41 - Overview process mining 21:21 - Intro pm4py library 22:37 - Process mining in python : importing event log 23:46 - Code for importing csv file
25:04 - xes import vs csv import 26:17 - Code for importing xes file 27:10 - Code for process discovery 28:06 - Visualise petri net 29:09 - Specify column 29:27 - Question on timestamp
31:00 - Wrap up 31:22 - Wrap up : model output analysis