Units
1. Introduction to Artificial Intelligence and Verification Discipline in Computer Engineering 2. Requirements Analysis and Software Design 3. Coding and Pair Programming with AI 4. Code Review, Refactoring, and Technical Debt 5. Debugging and Troubleshooting 6. Test Automation and Quality Assurance 7. Data Structures, Algorithms and Performance 8. Database, SQL and Data Modeling 9. API, System Architecture and Cloud 10. Secure Code, Threat Modeling and Vulnerability Analysis 11. Documentation, DevOps and CI/CD Automation 12. Boundaries: Security, Privacy, License and Ethics
Unit 7 / 12

Data Structures, Algorithms and Performance

Gains:

  • Ability to select the appropriate data structure and algorithm for a problem with AI and complexity (Big-O) analysis
  • Ability to detect and improve performance bottlenecks with AI support through measurement and profiling logic
  • Ability to verify AI complexity and performance claims with manual analysis and actual measurement
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