Electron microscopy
 
Automation with Programming
- Integrated Circuits -
- An Online Book -
Integrated Circuits                                                                                   http://www.globalsino.com/ICs/        


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Relationship between Automation, Artificial Intelligence (AI), Machine Learning and Deep Learning

Figure 4683a. Relationship between Automation, Artificial Intelligence (AI), Machine Learning and Deep Learning.

Figure 4683b shows the visualization of an automation workflow with associated tools (Code). In the accompanying visualization, it present a directed graph that delineates the sequence of tasks in an automation cycle, enriched by the integration of specific tools crucial for each phase. This graph was constructed using the NetworkX library in Python, showcasing a logical progression from an initial goal ("Auto Goal") through several intermediate tasks ("Task 1" to "Task 3"), culminating in a "Final Report". Each task phase is directly associated with various specialized products (Product 1 to Product 6), which are depicted as nodes connected to their respective tasks, illustrating their specific roles in the automation process. The arrangement and color coding of the nodes are strategically chosen to enhance readability and differentiate between the task phases and the tools utilized. This visualization not only provides a clear structural overview of the task sequence and tool integration but also serves as an effective communication tool for stakeholders to understand the flow and dependencies within the automation cycle.

Figure 4683b. visualization of an automation workflow with associated tools.

 

 

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