OVERVIEW / 01
Course Description & Learning Objectives
PYTHON FOR ENGINEERS & DEVELOPERS – Comprehensive beginner-friendly programming course. Learn clean Pythonic syntax, data structures, modular functions, OOP, automated file parsing, Excel/CSV automation, numerical analysis with NumPy, data manipulation with Pandas, Matplotlib plotting, and writing automation scripts for engineering workflows.
HIGHLIGHTS / 02
Core Skills & Engineering Competencies
- Python fundamentals, clean syntax, list comprehensions, and dictionaries
- Modular functions, package design, and Object-Oriented Programming (OOP)
- File handling, OS automation, Excel/CSV manipulation with OpenPyXL & Pandas
- Engineering numerical calculations with NumPy & Matplotlib stress-strain charts
SYLLABUS / 03
Comprehensive Module Curriculum
MODULE 01
Module 1: Python Basics & Core Data Structures
- Python setup (VS Code, Jupyter, PyCharm) & virtual environment management
- Variables, dynamic typing, operators & formatted string literals (f-strings)
- Conditionals, while/for loops & enumerate/zip iteration utilities
- Core collections: Lists, Tuples, Dictionaries, Sets & List Comprehensions
MODULE 02
Module 2: Modular Programming & Object-Oriented Python
- Functions, *args/**kwargs, default parameters & lambda expressions
- Modules, packages & importing custom engineering libraries
- Classes, __init__ constructor, instance vs. class variables
- Inheritance, property decorators, magic methods (__repr__, __str__, __eq__)
MODULE 03
Module 3: File I/O, Automation & Data Processing
- Reading/Writing text, CSV, JSON, and XML configuration files
- Automating Excel workbooks, tables & calculation reports using OpenPyXL
- Operating system automation tasks with os, sys, pathlib & subprocess
- Web requests, BeautifulSoup scraping & REST API consumption
MODULE 04
Module 4: Engineering Data Analysis & CAD Automation
- NumPy arrays, vectorization & matrix operations for engineering math
- Pandas DataFrames: Cleaning, filtering, grouping & statistical analysis
- Matplotlib & Seaborn: Plotting stress-strain curves & performance charts
- Capstone Project: Automated CAD Part Parameter Generator & Data Visualizer
CERTIFICATION / 04
Course Deliverables & Outcomes
01
Python Certified Developer Certificate
02
15+ Portfolio Scripts & Automation Projects on GitHub
03
Engineering Automation & NumPy/Pandas Cheat Sheets
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