Course Outline
Introduction
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Philosophy and core principles of Python
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Differences between Python for engineers and Python for software developers
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Overview of Python features relevant to technical and automation applications
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Beyond coding: Using Python as a tool for engineering thought processes
Understanding Python in Engineering Contexts
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The lifecycle of a Python script within a technical environment
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How Python integrates with automation, data processing, and industrial workflows
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Python and industrial systems: capabilities and constraints
Getting Started
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Configuring the Development Environment
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Installing Python as a standalone application
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Utilising Python via the command line
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On-premise installation of Python
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Cloud-based installation of Python (optional context)
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Installing and employing a Python IDE (VS Code, PyCharm)
Fundamentals of Python for Engineers
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Python syntax, variables, data types, and operators
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Conditions, loops, and basic control flow mechanisms
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Functions and modular design thinking
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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
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Reading and writing simple files
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CSV data management and fundamental technical data processing
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Foundational debugging mindset and error handling techniques
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Automating routine engineering tasks
Applied Mini-Project
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Developing a straightforward technical calculation, data processing, or automation script
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Practical exercise: analysing machine performance or generating KPI reports
Summary and Future Steps
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Review of key concepts
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Resources for continued learning
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Subsequent steps for applying Python within engineering environments
Requirements
- A grasp of fundamental computer operation and logical reasoning
- Exposure to technical or engineering settings (optional)
- Programming background: No prior experience necessary
Target Audience
- Engineers and automation specialists
- Technicians and technical job seekers
- Engineering students (Bac+2 to Bac+5 level)
- IT professionals aiming to apply Python in industrial contexts
- Individuals with a technical background seeking to learn Python for practical use
Testimonials (2)
All in general
Daniele Donzelli - ITT ITALIA S.r.l.
Course - CANoe for CAN Compact Training
PLC basic knowledge
