| 1. Explore the healthcare claims dataset-en_US.srt | 2.6 KB | ||
| 1. Explore the healthcare claims dataset.mp4 | 37.9 MB | ||
| 1. Introduction to conformance checking-en_US.srt | 1.2 KB | ||
| 1. Introduction to conformance checking.mp4 | 9.8 MB | ||
| 1. Introduction to levels of abstraction process maps-en_US.srt | 819.2 B | ||
| 1. Introduction to levels of abstraction process maps.mp4 | 14.9 MB | ||
| 1. Levels of abstraction part 1 activities-en_US.srt | 4.6 KB | ||
| 1. Levels of abstraction part 1 activities.mp4 | 41.6 MB | ||
| 1. Process mining defined-en_US.srt | 2.5 KB | ||
| 1. Process mining defined.mp4 | 32.6 MB | ||
| 1. Relevant terminology-en_US.srt | 4.6 KB | ||
| 1. Relevant terminology.mp4 | 50.6 MB | ||
| 1. Why Celonis Snap-en_US.srt | 1.8 KB | ||
| 1. Why Celonis Snap.mp4 | 25.1 MB | ||
| 10. Manipulating the raw data to specify a sequence order (part 1)-en_US.srt | 4.3 KB | ||
| 10. Manipulating the raw data to specify a sequence order (part 1).mp4 | 47.4 MB | ||
| 11. Manipulating the raw data to specify a sequence order (part 2)-en_US.srt | 1.8 KB | ||
| 11. Manipulating the raw data to specify a sequence order (part 2).mp4 | 22.9 MB | ||
| 12. Confirm the correct sequence in a new process map-en_US.srt | 3.3 KB | ||
| 12. Confirm the correct sequence in a new process map.mp4 | 42.9 MB | ||
| 13. Detect anomalies by comparing the processes of different providers-en_US.srt | 4.4 KB | ||
| 13. Detect anomalies by comparing the processes of different providers.mp4 | 33.2 MB | ||
| 2. Configure the dataset for process mining-en_US.srt | 2.2 KB | ||
| 2. Configure the dataset for process mining.mp4 | 22.3 MB | ||
| 2. Create a Celonis Snap account-en_US.srt | 2.5 KB | ||
| 2. Create a Celonis Snap account.mp4 | 33.1 MB | ||
| 2. External URLs.txt | 102.4 B | ||
| 2. How process mining works-en_US.srt | 1.6 KB | ||
| 2. How process mining works.mp4 | 19 MB | ||
| 2. Levels of abstraction part 2 paths-en_US.srt | 5 KB | ||
| 2. Levels of abstraction part 2 paths.mp4 | 47.3 MB | ||
| 2. The history of process mining-en_US.srt | 3.7 KB | ||
| 2. The history of process mining.mp4 | 55.2 MB | ||
| 2. The perfect process map-en_US.srt | 1.5 KB | ||
| 2. The perfect process map.mp4 | 28.5 MB | ||
| 2. The three different options for introducing a BPMN model in Celonis-en_US.srt | 2.6 KB | ||
| 2. The three different options for introducing a BPMN model in Celonis.mp4 | 23.9 MB | ||
| 3. Different levels of a process map-en_US.srt | 614.4 B | ||
| 3. Different levels of a process map.mp4 | 12.9 MB | ||
| 3. Explore the dataset before ingesting into Celonis Snap-en_US.srt | 4.4 KB | ||
| 3. Explore the dataset before ingesting into Celonis Snap.mp4 | 36.2 MB | ||
| 3. Exploring the OBGYN process map part 1-en_US.srt | 4 KB | ||
| 3. Exploring the OBGYN process map part 1.mp4 | 37 MB | ||
| 3. Optional Slider buttons for levels of abstraction-en_US.srt | 409.6 B | ||
| 3. Optional Slider buttons for levels of abstraction.mp4 | 2.6 MB | ||
| 3. Process mining in the Business Process Management (BPM) life-cycle-en_US.srt | 2.4 KB | ||
| 3. Process mining in the Business Process Management (BPM) life-cycle.mp4 | 25.4 MB | ||
| 3. Upload the BPMN model into Celonis-en_US.srt | 2.4 KB | ||
| 3. Upload the BPMN model into Celonis.mp4 | 18.7 MB | ||
| 3. Why learn process mining-en_US.srt | 1.8 KB | ||
| 3. Why learn process mining.mp4 | 30.1 MB | ||
| 4. Conformance checking in Celonis-en_US.srt | 2.9 KB | ||
| 4. Conformance checking in Celonis.mp4 | 17.2 MB | ||
| 4. Exploring the OBGYN process map part 2-en_US.srt | 4.8 KB | ||
| 4. Exploring the OBGYN process map part 2.mp4 | 57.5 MB | ||
| 4. External URLs.txt | 0 B | ||
| 4. Lessons borrowed from cartography-en_US.srt | 1.9 KB | ||
| 4. Lessons borrowed from cartography.mp4 | 33.1 MB | ||
| 4. Metric selection-en_US.srt | 4.2 KB | ||
| 4. Metric selection.mp4 | 26.3 MB | ||
| 4. ProM, the mother of all process mining tools-en_US.srt | 3.1 KB | ||
| 4. ProM, the mother of all process mining tools.mp4 | 39 MB | ||
| 4. The three main types of process mining-en_US.srt | 1.8 KB | ||
| 4. The three main types of process mining.mp4 | 19.6 MB | ||
| 4. Upload the event log as a CSV file into Celonis Snap-en_US.srt | 6 KB | ||
| 4. Upload the event log as a CSV file into Celonis Snap.mp4 | 30.7 MB | ||
| 5. Discover patient pathways using process mining (part 1)-en_US.srt | 4.8 KB | ||
| 5. Discover patient pathways using process mining (part 1).mp4 | 42.2 MB | ||
| 5. Explore the interface-en_US.srt | 5.2 KB | ||
| 5. Explore the interface.mp4 | 36 MB | ||
| 5. Filtering activities part 1 The simple filter-en_US.srt | 3.2 KB | ||
| 5. Filtering activities part 1 The simple filter.mp4 | 23.8 MB | ||
| 6. Discover patient pathways using process mining (part 2)-en_US.srt | 1.4 KB | ||
| 6. Discover patient pathways using process mining (part 2).mp4 | 16.8 MB | ||
| 6. Filtering activities part 2 The thorough filter-en_US.srt | 5 KB | ||
| 6. Filtering activities part 2 The thorough filter.mp4 | 33.7 MB | ||
| 6. Maximizing the dashboard-en_US.srt | 2.2 KB | ||
| 6. Maximizing the dashboard.mp4 | 17.4 MB | ||
| 7. Isolate a sub process by focussing on the sub process spider activity-en_US.srt | 1.6 KB | ||
| 7. Isolate a sub process by focussing on the sub process spider activity.mp4 | 24.9 MB | ||
| 7. Undo filters-en_US.srt | 307.2 B | ||
| 7. Undo filters.mp4 | 2 MB | ||
| 8. Adding value through actionable insights-en_US.srt | 2.5 KB | ||
| 8. Adding value through actionable insights.mp4 | 14.8 MB | ||
| 8. Introduction to specifying a sequence order-en_US.srt | 3.6 KB | ||
| 8. Introduction to specifying a sequence order.mp4 | 22.4 MB | ||
| 9. Theory of sequence order when dealing with identical timestamps-en_US.srt | 2 KB | ||
| 9. Theory of sequence order when dealing with identical timestamps.mp4 | 25.3 MB | ||
| A note about concatenation.html | 614.4 B | ||
| A note about specifying a sequence order.html | 716.8 B | ||
| Bonus Resources.txt | 307.2 B | ||
| Get Bonus Downloads Here.url | 204.8 B | ||
| Get all relevant resources and datasets for this course here.html | 102.4 B | ||
| Get more resources and practice datasets here.html | 102.4 B | ||
| Healthcare process case description.html | 1.2 KB | ||
| OBGYN-v2-with-sequence-column.csv | 7.3 MB | ||
| Pizza-event-log.csv | 611.3 KB | ||
| ▲ 97 total files | |||
Process Mining with Celonis Snap
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 1.21 GB | Duration: 2h 29m
What you'll learn
Process mining
The role of process mining in the broader context of business process modelling
Applied process mining with Celonis Snap
Hands-on practical experience with process mining use cases of various degrees of complexity
Requirements
Students will need a computer with access to the internet not only to follow the course, but also because Celonis Snap is a cloud-based application. Some familiarity with working with structured data is required, as process mining often requires a degree of data transformation before ingestion the data into the process mining application.
Description
An important aspect for many organizations is the flow of work between different parts of the organization. Traditionally, experts would use business process modeling techniques to visualize how these processes should be. This is a very labor intensive exercise. Moreover, in practice, the actual process may be very different from what is drawn on paper. This gap can be filled by applying process mining. Process mining uses actual data to visualize what the process is, rather than what the process is thought to be.
Process mining is a relatively young research discipline that sits between computational intelligence and data mining on the one hand, and process modeling on the other hand. The idea of process mining is to discover, monitor and improve real processes by extracting knowledge from data readily available in an organization’s information systems. It is a tool to improve the design, redesign, control, and support of operational business processes.
In this course, students are introduced to the discipline of process mining using a healthy blend of theoretical knowledge and hands-on practice. The theoretical parts of this course are drawn from leading academic publications. The hands-on practice parts will be conducted in the leading process mining software application that is cratizing process mining for the masses, Celonis Snap.
What this course is NOT about:
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Udemy - Sewage Treatment Plant (STP) Process Science and Engineering Posted by
freecoursewb in Other
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