ChatGPT for Programmers: Build Python Apps in Seconds Syllabus

Overview: This course is designed to help programmers and beginners leverage ChatGPT and Midjourney to rapidly build Python applications and automate workflows. You'll learn prompt engineering, AI-powered coding, data automation, and AI-generated visuals through hands-on projects. The course spans approximately 5–6 weeks with a total time commitment of 25–30 hours, combining theory, practical exercises, and a final project.

Module 1: Introduction to ChatGPT and AI Capabilities

Estimated time: 5 hours

• Understand the evolution of ChatGPT and its role in AI-powered communication
• Explore key differences between GPT-3.5 and GPT-4
• Learn about interface features, use cases, and limitations
• Discover how AI is transforming programming and productivity

Module 2: Prompt Engineering Mastery

Estimated time: 8 hours

• Master zero-shot, few-shot, and self-reflective prompting techniques
• Apply chain-of-thought and role-based prompting for better outputs
• Use dynamic prompts to guide ChatGPT for specific programming tasks
• Practice refining prompts for code generation and debugging

Module 3: ChatGPT Plugins & Code Interpreter

Estimated time: 6 hours

• Install and use essential plugins for browsing and data access
• Utilize the Code Interpreter (Advanced Data Analysis) for automation
• Process files like PDFs and Excel sheets using AI
• Generate charts, automate calculations, and create reports

Module 4: Midjourney for AI Art Generation

Estimated time: 7 hours

• Learn Midjourney fundamentals and image generation basics
• Create visuals using text prompts and parameter controls
• Use aspect ratios, stylization, and chaos settings for customization
• Design character art, product visuals, and cinematic scenes

Module 5: Applied AI in Real-World Projects

Estimated time: 6 hours

• Build business documents, lesson plans, and pitch decks with AI
• Combine ChatGPT and Midjourney for marketing campaigns
• Automate email, research, and content workflows
• Develop storytelling projects enhanced by AI visuals and text

Module 6: Final Project

Estimated time: 8 hours

• Build a complete Python-assisted app using ChatGPT
• Integrate AI-generated content and data automation
• Present a portfolio-ready project combining text and visuals

Prerequisites

• Basic understanding of Python programming
• Familiarity with text editors or IDEs
• Access to ChatGPT (preferably GPT-4 with Code Interpreter enabled)

What You'll Be Able to Do After

• Generate functional Python code using AI prompts
• Automate data processing and reporting tasks with ChatGPT
• Create professional AI-generated visuals with Midjourney
• Design integrated workflows for content and application development
• Apply AI ethically and efficiently in programming and creative projects