Course Outline
Introduction
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The philosophy and core principles of Python
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Differences between Python for engineers versus software developers
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Key features of Python relevant to technical and automation applications
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Beyond coding: Python as a tool for engineering thought processes
Understanding Python in Engineering Contexts
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The lifecycle of a Python script within technical environments
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How Python integrates with automation, data processing, and industrial workflows
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Potentialities and constraints of using Python in industrial systems
Getting Started
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Configuring the Development Environment
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Installing Python as a standalone application
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Using Python from the command line interface
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On-premise installation of Python
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Cloud-based installation of Python (optional context)
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Setting up and using a Python IDE (VS Code, PyCharm)
Fundamental Python Concepts for Engineers
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Python syntax, variables, data types, and operators
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Conditions, loops, and fundamental control flow structures
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Functions and modular thinking approaches
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Lists, dictionaries, and simple data structures
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Engineering logic patterns: thresholds, rules, parameters, and decision scripts
Data Handling and Automation Techniques
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Reading and writing simple files
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CSV data manipulation and basic technical data processing
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Developing a debugging mindset and handling errors effectively
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Automating routine engineering tasks
Applied Mini-Project
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Constructing a simple script for technical calculations, data processing, or automation
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Practical exercise: analyzing machine performance or generating KPI reports
Summary and Future Directions
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Review of key concepts covered
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Resources for continued learning
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Steps for implementing Python in engineering environments moving forward
Requirements
- Familiarity with basic computer operations and logical reasoning
- Background in technical or engineering settings (optional)
- Programming experience: No prior knowledge necessary
Target Audience
- Engineers and automation specialists
- Technicians and technical job seekers
- Engineering students (levels Bac+2 to Bac+5)
- IT professionals seeking to apply Python within industrial contexts
- Individuals with a technical background interested in learning Python for practical use cases
Testimonials (2)
All in general
Daniele Donzelli - ITT ITALIA S.r.l.
Course - CANoe for CAN Compact Training
PLC basic knowledge
