Course Outline
Introduction
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Core philosophy and guiding principles of Python
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Distinguishing Python for engineers from Python for software developers
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Key features of Python relevant to technical and automation applications
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Python as a tool for engineering thought processes beyond mere coding
Grasping Python in Engineering Contexts
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The progression of a Python script within a technical workflow
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The role of Python in automation, data processing, and industrial operations
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Interactions between Python and industrial systems: capabilities and constraints
Initial Setup
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Configuring the development environment
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Installing Python as an independent application
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Executing Python via the command line
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Deploying Python in on-premise setups
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Installing Python in cloud environments (optional context)
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Setting up and utilizing Python IDEs (such as VS Code and PyCharm)
Python Essentials for Engineers
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Python syntax, variables, data types, and operators
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Conditional statements, loops, and fundamental control structures
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Functions and the importance of modular design
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Working with lists, dictionaries, and basic data structures
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Engineering logic patterns: thresholds, rules, parameters, and decision-making scripts
Data Handling and Automation
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Reading from and writing to basic file formats
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Managing CSV data and performing fundamental technical data processing
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Developing a basic approach to debugging and error management
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Automating routine engineering activities
Practical Mini-Project
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Developing a basic script for technical calculations, data processing, or automation
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Practical task: analyzing machine performance or generating KPI reports
Conclusion and Future Directions
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Review of core concepts
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Recommended resources for continued learning
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Guidance on implementing Python in engineering settings
Requirements
- Familiarity with fundamental computer operations and logical reasoning
- Exposure to technical or engineering settings (preferred but not mandatory)
- Prior programming experience: Not required
Target Audience
- Engineers and professionals in automation
- Technicians and individuals seeking technical roles
- Undergraduate engineering students (equivalent to Bac+2 through Bac+5)
- IT specialists aiming to integrate Python into industrial applications
- Any individual with a technical background seeking to apply Python in practical scenarios
Testimonials (2)
All in general
Daniele Donzelli - ITT ITALIA S.r.l.
Course - CANoe for CAN Compact Training
PLC basic knowledge
