ERP Process to Process Mining with Celonis EMS

Process mining with Celonis EMS : Learn, explore and your path to become expert in Process Mining with an ERP Overview.

3.14 (7 reviews)
Udemy
platform
English
language
Data & Analytics
category
103
students
4 hours
content
May 2023
last update
$54.99
regular price

What you will learn

An overview of common ERP process - Procure to Pay and Order to Cash

What is Process mining and different types of Process mining

Process Mining hands-on Demonstration using Celonis.

Use Order to Cash sample transactions from Oracle EBS and build Process Mining for further learning

The need for process mining.

Get on clear understanding on Data Flow diagram,s BPMN and how it can be used in process conformance etc

Description

                                      Post implementation of any IT applications like ERP systems, there have long been a few fundamental challenges associated with business process management.

The  most troublesome problems happens over period of time with growth of transaction volume: Those are,

  • Process Bottleneck due to various reasons.

  • Non-conformance of process.

Major problem involves the creation of “current state” processes — a description of how a business process is being performed today.

In business process reengineering, organizations are primarily interested in an improved “to be” process, so often they have little interest in exploring “as is,” or how the process is currently performed. It also become complex and complicated as time progress with not many tools earlier to study "as is" process. But understanding the current process is critical to knowing whether it is worth investing in improvements, where performance problems exist, and how much variation there is in the process across the organization.

As a result, some companies tend to either skip current process analysis altogether, adopt shortcuts to it, or pay consultants a lot of money to analyze the “as is” process.

In addition, their current process analysis is frequently based on interviews and sticky notes, which executives sometimes regard as overly subjective and treat with justifiable  skepticism. The other general problem with process management is the lack of connections between business processes and an organization’s enterprise ERP information systems

Some enterprise systems (SAP, Oracle, for example) has become process-oriented in the sense that they support processes like order-to-cash or procure-to-pay,  but there is rarely an easy way to understand how the different process along with its variants are being executed in the ERP-information system. This make identification of issues to be complex as well

Enter... Process mining and it can address all of these issues.

Its a relatively new and innovative technology has the capability to solve both of the problems and to revitalize process management  in firms where it has lain fallow for years. Hence, this course provides you with complete details on Process Mining approch.

Topics of coverage in the couses are :

Overview about ERP

•Business process to ERP

•Business process flow

•Order to Cash Business Process flow

•Procure to Pay Business Process Flow

•Variation in Business flow.

•ERP Audits

Process Mining

•What is Process Mining?

•Types of Process Mining

•Benefits of Process Mining

•Event Log

•Output of Process Discovery

Getting Access to Celonis Free account

•Datapool uploads with sample

•Dataflow diagrams (DFDs).

•Business Process Modeling Notation & Conformance Checking with Celonis

•Analytics

Process Mining with sample Oracle EBS O2C transaction data.


Happy Learning!!

Content

Topics of Coverage.

Topics of coverage -TOC

Business Process to ERP mapping

Business Process to ERP mapping

Business Process Flow in ERP

What is Business Process Flow
Procure to Pay process - Overview
Order to Cash Process - Overview
Business Process Variations

Types of ERP Audit and its Significance

Types of ERP Audit and its Significance

What is Process Mining?

What is Process Mining?

Types of Process Mining

Types of Process Mining

Benefits of Process Mining

Benefits of Process Mining

Quiz 1

Quiz 1

Event Log - The starting point of Process Mining

What is Event Log

Outcome of Process Discovery.

Outcome of Process Discovery

Getting Acess & Logging to Celonis Process mining cloud - Free plan

Getting Acess to Celonis Process mining cloud - Free plan
Logging into Celonis Process mining cloud

Creation of Datapool with CSV file and Business Process model in Celonis

Creation of Datapool with CSV file and Business Process model in Celonis

Dataflow diagram in Process mining with Celonis

Dataflow diagram in Process mining
Animation and Analysis of DFD with Celonis

Quiz 2

Quiz 2

Conformance Checking with Process mining

Conformance Checking with Process mining
Understanding Conformance Checking with Celonis - Process Mining
Process flow transactions upload to Data pool and creation of Process model
Conformance Checking with BPMN using Celonis

Quiz 3

Quiz 3

Analysis using Celonis studio with Fact and dimension information

Analysis using Celonis studio using multiple table information
Datapool , Datamodel creation of fact table and review
Upload of Product information as Dimension table & creation of Join Condition
Analysis using various component available in Celonis Studio

Process Querry Language (PQL)- An overview

Process Query Language (PQL) - An overview
Process Query Language (PQL) - An Overview Demonstration with Celonis

Transaction Data integration with Celonis EMS

Data integration Feature-Data connection & Extraction Builder:An Overview
Alternative extraction process from Source system - ERP

Oracle EBS transactions based Process Mining using sample transaction set.

An overview Process Mining Dashboard information with sample Oracle EBS data
Creation of Datapool, Process model and analysis with sample Oracle EBS O2C data
Process Mining and Analysis of sample Oracle EBS transactions using Celonis

Concluding Remarks

Concluding Remarks

Screenshots

ERP Process to Process Mining with Celonis EMS - Screenshot_01ERP Process to Process Mining with Celonis EMS - Screenshot_02ERP Process to Process Mining with Celonis EMS - Screenshot_03ERP Process to Process Mining with Celonis EMS - Screenshot_04

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ERP Process to Process Mining with Celonis EMS - Price chart

Rating

ERP Process to Process Mining with Celonis EMS - Ratings chart

Enrollment distribution

ERP Process to Process Mining with Celonis EMS - Distribution chart
4836484
udemy ID
8/17/2022
course created date
9/3/2022
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