Process Mining 101

Learn Process Mining - the new method for data-centric analysis, improvement, and execution of processes. Process Mining helps organizations discover and enhance real (vs. theorized or assumed) processes - with all its variants.
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Description

Process Mining 101 – On-Demand

$595.00

Learn Process Mining – the new method for data-centric analysis, improvement, and execution of processes. Process Mining helps organizations discover and enhance real (vs. theorized or assumed) processes – with all its variants.

SKU: PM101-OND Categories: , , ,

Learn Process Mining – the new method for data-centric analysis, improvement, and execution of processes. Process Mining helps organizations discover and enhance real (vs. theorized or assumed) processes – with all its variants.

This course is an essential introduction to one of the most critical business process management and automation trends. Process Mining is a new process improvement and optimization approach that is data-centric and pragmatic. Organizations can identify substantive improvement opportunities through understanding and optimizing what really transpired in their processes. This relatively new technology – Process Mining – can fill many of the gaps of traditional process improvement approaches by analyzing and understanding the process patterns (most frequent process paths and variations) in event logs obtained from the digital footprints of processes spanning multiple applications. The course will enable business leaders and business improvement practitioners to achieve tangible results with a much deeper understanding of Process Mining technologies, techniques, methodologies, and challenges. Process Mining leverages algorithms that analyze the event logs of value chains, discovering the process maps algorithmically with all its variants. Process Mining also helps business leaders understand compliance issues, and the detected patterns (process maps) will also help organizations identify the low-hanging efficiency opportunities. The course will delve deeper into the relationships between Process Mining and Real-Time Lean Six Sigma and identify potential bottlenecks and variants in real processes. Traditional Business Process Management starts with mapping (aka flowcharting) the assumed processes. Process Mining generates the process maps with the most frequent happy paths and their variations.

Outline:

  • Introduction to Process Mining
  • Process Mining: Bridging Data Science to Process Science
  • Contrasting Process Mining and Task Mining
  • Preparing, Aggregating, and Generating Event Logs
  • The PM Algorithms: Discovering Real Processes and their Variants
  • Process Conformance Checking
  • Process Enhancements and Real-Time Lean Six Sigma
  • Identifying bottlenecks, problematic patterns, and root causes of inefficiencies
  • Insight to Action: Process Mining to RPA & Intelligent Business Process Management (iBPM)
  • Process Mining Tools and Platforms
  • Process Mining and AI Algorithms
  • Process Mining Methodologies and Competency Centers
  • Learn the relatively new Process improvement discipline: through discovering real process maps from event logs
  • Understand the three major types of process mining: Discovery, Conformance, and Enhancement
  • Learn how to prepare and aggregate data from systems of record (ERPs, legacies, databases) to generate Event Logs
  • Learn the robust data-driven approach for Process optimization
  • Learn how to identify opportunities for Robotic Process Automation and intelligent BPM solutions
  • Learn how to enhance Real-Time Lean Six Sigma with Process Mining techniques

The course will provide the understanding and practice of the three types of Process Mining: Discovery, Compliance, and Enhancement. The course will explain the whole cycle with examples and best practices from digital footprints of applications to aggregations for even logs, to process mining insight and then actions with RPA and iBPM.

  • VP of Process and Data Science
  • Data Engineers
  • Data Scientists
  • Process Improcement Specialists
  • AI Specialists
  • Chief Executive Officer and/or President
  • Chief Innovation Officer (the transformed CIO!)
  • Chief Operations Officer (COO – or equivalent)
  • Chief Human Resources Manager
  • Chief Technology Officer
  • Chief Digital Transformation Officer
  • Chief Marketing Officer
  • VP of Development
  • VP of Product Management
  • Operational Excellence Business Leaders: Lean Six Sigma Black Belts
  • VP of Professional Services
  • VP of Enterprise Architecture
The Digital Transformation Specialist (DXS) Certificate Digital Transformation has many facets – from cultural transformation to deployment of various emerging digital technologies. This program will teach and explain why business leaders need to be aware of the digital trends and realize transformation roadmaps with platforms and digital methodology best practices. This program will also cover all the key pillars of Digital Transformation holistically with practical recommendations and exercises.
 
The Digital Transformation Professional (DXP) Certificate program starts with transformative Culture and concludes with a deep dive into Digital Transformation Competency Centers. And has specialty programs for Agile Business Analysis, Decision Automation, Process Mining, Low Code/No Code and Intelligent Automation. Learn how to create a prioritized roadmap for your Digital Transformation journey.
 

Featured Certificate: BPM Specialist

Everyone starts here.

You're looking for a way to improve your process improvement skills, but you're not sure where to start.

Earning your Business Process Management Specialist (BPMS) Certificate will give you the competitive advantage you need in today's world. Our courses help you deliver faster and makes projects easier.

Your skills will include building hierarchical process models, using tools to analyze and assess process performance, defining critical process metrics, using best practice principles to redesign processes, developing process improvement project plans, building a center of excellence, and establishing process governance.

The BPMS Certificate is the perfect way to show employers that you are serious about business process management. With in-depth knowledge of process improvement and management, you'll be able to take your business career to the next level.

Learn more about the BPM Specialist Certificate

Courses

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Certificates

  • Business Process Management Specialist
  • Earning your Business Process Management Specialist (BPMS) Certificate will provide you with a distinct competitive advantage in today’s rapidly evolving business landscape. With in-depth knowledge of process improvement and management, you’ll be able to take your business career to the next level.
  • BPM Professional Certificate
    Business Process Management Professional
  • Earning your Business Process Management Professional (BPMP) Certificate will elevate your expertise and professional standing in the field of business process management. Our BPMP Certificate is a tangible symbol of your achievement, demonstrating your in-depth knowledge of process improvement and management.

Certification

BPM Certification

  • Make the most of your hard-earned skills. Earn the respect of your peers and superiors with Business Process Management Certification from the industry's top BPM educational organization.

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  • Earning your Operational Excellence Specialist Certificate will provide you with a distinct advantage in driving organizational excellence and achieving sustainable improvements in performance.
 

 

OpEx Professional Certificate

  • Operational Excellence Professional
  • Earn your Operational Excellence Professional Certificate and gain a competitive edge in driving organizational excellence and achieving sustainable improvements in performance.

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  • Agile BPM Specialist
  • Earn your Agile BPM Specialist Certificate and gain a competitive edge in driving business process management (BPM) with agile methodologies. You’ll gain a strong understanding of how to apply agile principles and concepts to business process management initiatives.  
 

Business Architecture

 

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  • The Business Architecture Specialist (BAIS) Certificate is proof that you’ve begun your business architecture journey by committing to the industry’s most meaningful and credible business architecture training program.

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BA CertificationCertification

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Certificates

  • Digital Transformation Specialist
  • Earning your Digital Transformation Specialist Certificate will provide you with a distinct advantage in today’s rapidly evolving business landscape. 
 

 

  • Digital Transformation Professional
  • The Digital Transformation Professional Certificate is the first program in the industry to cover all the key pillars of Digital Transformation holistically with practical recommendations and exercises.

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  • Agile Business Analysis Specialist
  • Earning your Agile Business Analysis Specialist Certificate will provide you with a distinct advantage in the world of agile software development.

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  • Earning your Decision Automation Certificate will empower you to excel in the dynamic field of automated decision-making, where data-driven insights are pivotal to driving business innovation and efficiency.