Python + AI for AutoCAD Users - ETC Training

Python + AI for AutoCAD Users

No prior coding required. Begin with image & sketch workflows (colorize, style variations, sketch → 3D/photoreal), then learn Python in PyCharm, connect it to AutoCAD with pyautocad, and leverage ChatGPT to generate code, summarize DWGs, and build natural-language drafting assistants. Leave with reusable tools that save hours on every project.

Duration: 30–36 hours

Teaching Methodology: Hands-on, project-based

Course Schedule: Schedule

Fees $600

Course Mode: Blended — Face-to-face or online via Zoom



OVERVIEW

This course turns AutoCAD power users into automation pros. We start with Chapter 00: image & sketch workflows—colorizing hand sketches, creating style variations, and converting sketches into 3D/photorealistic visuals for fast client communication. Then we move into a focused Python Kickstart in PyCharm, connect to AutoCAD via pyautocad, and use ChatGPT to build cleanup tools, batch processors, and a natural-language drafting assistant.

Expected Time Savings with AI + Python

Typical productivity gains on common workflows
Task Manual Effort With AI + Python Time Saved (%)
Repetitive Drafting & Layer Management Hours of clicking across 10–50 drawings Seconds, batch-applied 70–90%
Sheet / Title Block Updates 1–2 min per drawing (hundreds of sheets) < 1 second per drawing 90–95%
Quality Checks & Standards Compliance Hours of visual checks per project Instant scan + report 60–80%
Conversational Editing (AI-driven commands) 2–5 min per edit One natural-language command 50–70%
Batch File Processing (100+ DWGs) Nearly impossible manually Fully automated, unattended 95%+
Overall Project Impact 100% baseline 50–80% faster on average 50–80%

AUDIENCE

Architects, interior designers, MEP/mechanical engineers, draftsmen, BIM/CAD managers, and tech-savvy professionals seeking automation.

PREREQUISITES

No prior coding required. Python 1 is recommended (for deeper fundamentals) but not mandatory. AutoCAD 2D

CERTIFICATION

ETC is an Autodesk Authorized Training Center. International certificates from Autodesk are issued upon completion.

Frequently Asked Questions

Do I need Python experience?
No. We begin with image/sketch exercises (colorize, style variations, sketch → 3D/photoreal) and a Python Kickstart using PyCharm.

Can I automate my existing DWGs?
Yes. After Chapter 00, you’ll build a cleanup pipeline (purge, audit, regapps, scale reset, overkill, hatch/xref options), batch it across files, and create a natural-language drafting assistant.

COURSE CONTENTS

00 — ChatGPT for Exterior & Interior Architects

  • Visual Enhancements
  • Sketch → Modern 3D Room
  • Sketch to 3D (Beyond One Room)
  • Rendering & Visualization
  • Productivity & Iteration
  • Collaboration & Communication
  • Future-Forward

01 — Python Kickstart (PyCharm)

  • Install Python & PyCharm
  • Python basics: variables, data types, I/O
  • Control flow: if/else, loops
  • Functions, modules, lists & dictionaries
  • pip packages (pyautocad, openpyxl)
  • Mini Project: Areas & volumes calculator

02 — Connect Python ↔ AutoCAD

  • Install & test pyautocad
  • Access AutoCAD COM, docs & spaces
  • Read entities (lines, circles, blocks)
  • Write entities to DWG from Python
  • Mini Project: Auto-draw a floor grid

03 — Automate CAD Workflows

  • Layers, blocks, text, dimensions
  • Selection filters & property edits
  • Saving & batch operations
  • Mini Project: Enforce office CAD standards

04 — AI + ChatGPT for CAD

  • OpenAI API basics
  • Prompt engineering for code & QA
  • Natural language → CAD queries
  • AI-assisted debugging
  • Mini Project: “Explain this script” bot

05 — Smart DWG Cleanup

  • Automate PURGE, AUDIT, RegApps
  • OVERKILL & fallbacks
  • Scale reset, hatch/xref options
  • Mini Project: One-click “Prepare for Revit”

06 — Generative & Parametric

  • Parameter-driven layout generators
  • AI-suggested design variations
  • Constraints & QA checks
  • Mini Project: Window/column placer

07 — Intelligent Drafting Assistant

  • Natural language → actions
  • Query drawings & highlight results
  • AI auto-documentation of DWGs
  • Mini Project: “Ask your drawing” tool

08 — Advanced Productivity

  • Title blocks, revisions, annotations
  • Batch plotting, PDF/DXF exports
  • Simple GUIs (Tkinter/PyQt)
  • AI-assisted optimization
  • Mini Project: Batch clean & export

09 — Capstone Project

  • Choose one: Smart Cleanup Bot, AI Drawing Analyzer, or NL Drafting Assistant
  • Packaging, testing, and presentation
  • Peer review & next steps

10 — Custom Ribbons & Menus

  • Launch Python via AutoLISP commands
  • Custom ribbon tabs & panels (CUI/CUIX)
  • Menu buttons & toolbars for scripts
  • Package “AI Productivity” ribbon (XML + icons)
  • Mini Project: AI Tools ribbon with LISP launchers