Must-Have AI Course for Programmers: AIGC Full-Stack Project Practice (AI Frontend, Backend, Testing, and Operations)

Course Content:

Part 1: How ChatGPT Empowers Programmers

1. ChatGPT's powerful features and use cases for programmers
– 2. ChatGPT's background and evolution
– 3. ChatGPT in coding scenarios: applications and tips
– 4. Real job-scenario cases with ChatGPT
– 5. How ChatGPT brings innovation to different roles
– 6. Deep-dive into ChatGPT at work
– 7. How ChatGPT optimizes workflow and efficiency
– 8. Summary case and next-step learning plan

Part 2: Java Project Practice

1. Applying ChatGPT in Java projects
– 2. Multi-turn dialogue and document writing with ChatGPT
– 3. Project intro and environment setup
– 4. Data-table design and implementation
– 5. Login feature for security and stability
– 6. Login interceptor for security
– 7. Employee-table design
– 8. Add-employee feature
– 9. AOP auto-fill for timestamp fields
– 10. Global exception handler
– 11. Employee query feature
– 12. Shopping-cart feature
– 13. Code reading/refactoring with bito
– 14. Unit testing for quality

Part 3: Frontend Project Practice

1. Project intro
– 2. Project scaffolding and initial config
– 3. Signup feature
– 4. Login feature
– 5. Homepage layout
– 6. Interview-experience page layout
– 7. Interview-experience list
– 8. Bookmark feature
– 9. Profile page design

Part 4: Big-Data Project Practice

1. Project and learning goals
– 2. Project overview
– 3. Dataset intro
– 4. Building the data warehouse with ChatGPT
– 5. ODS layer
– 6. DWD layer
– 7. DWM layer
– 8. APP layer
– 9. Data export with ChatGPT and Sqoop
– 10. Data visualization with FineBI
– 11. Project summary
– 12. Dev-environment notes

Part 5: AI Project Practice

1. Project intro
– 2. Project overview
– 3. Vehicle-recognition overall flow
– 4. Dataset acquisition
– 5. Image enhancement
– 6. Model building
– 7. Model training
– 8. Model prediction
– 9. Model deployment
– 10. Project summary

Part 6: Testing Project Practice

1. Course goals
– 2. Project intro
– 3. UI automation testing plan
– 4. Test-case analysis
– 5. ChatGPT-generated login script + page-object encapsulation
– 6. ChatGPT-generated product-search script + page objects
– 7. ChatGPT-generated add-to-cart script + page objects
– 8. Optimizing auto-generated test scripts