Generative AI Programmer / Subject
Beginner
Build foundations in generative AI, programming prompts, model APIs, coding assistants, application development, code generation, testing, debugging and technical documentation.
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Beginner
168 topics- Introduction to Generative AI
- Generative AI vs Traditional AI
- Generative AI vs Machine Learning
- Generative AI vs Large Language Models
- How Generative AI Works
- Large Language Model Fundamentals
- Tokens
- Tokenization
- Context Windows
- Prompts
- Prompt Engineering
- Model Parameters
- Temperature
- Top-P
- Deterministic vs Creative Generation
- Hallucinations
- AI Model Limitations
- AI Safety Basics
- Introduction to AI-Assisted Programming
- AI Code Generation
- Code Completion
- Code Explanation
- Code Translation
- Code Refactoring
- Code Optimization
- Code Documentation
- Code Review with AI
- Debugging with AI
- Error Explanation
- Generating Boilerplate Code
- Generating Functions
- Generating Classes
- Generating Algorithms
- Generating Regular Expressions
- Generating SQL Queries
- Generating Shell Commands
- Generating Configuration Files
- Programming Prompts
- Zero-Shot Prompting
- Few-Shot Prompting
- Instruction Prompting
- Context-Rich Prompts
- Role Prompting
- Constraint-Based Prompting
- Structured Output Prompting
- Prompt Templates
- Prompt Variables
- Providing Code Context
- Providing Error Context
- Asking AI for Explanations
- Asking AI for Refactoring
- Asking AI for Tests
- Iterative Prompting
- Prompt Debugging
- Generative AI with Python
- Generative AI with JavaScript
- Generative AI with TypeScript
- Generative AI with Java
- Generative AI with C
- Generative AI with C++
- Generative AI with C#
- Generative AI with PHP
- Generative AI with Go
- Generative AI with Rust
- Generative AI with Swift
- Generative AI with Kotlin
- Generative AI with Ruby
- Generative AI with SQL
- Generative AI with HTML and CSS
- Introduction to LLM APIs
- API Authentication
- API Keys
- API Requests
- API Responses
- Chat APIs
- Responses APIs
- Message Roles
- System Instructions
- Developer Instructions
- User Messages
- Model Selection
- Token Management
- Context Management
- Streaming Responses
- Structured Outputs
- JSON Outputs
- Function Calling
- Tool Calling
- Error Handling
- Rate Limits
- API Retries
- API Timeouts
- API Cost Management
- Usage Monitoring
- AI IDE Integration
- AI Code Completion
- Repository-Aware Coding
- Context-Aware Code Generation
- Multi-File Code Generation
- AI Pair Programming
- AI Code Review
- AI Refactoring Workflows
- AI Debugging Workflows
- AI Documentation Generation
- AI Test Generation
- AI Migration Assistance
- AI Terminal Assistants
- AI CLI Development
- AI-Assisted Frontend Development
- AI-Assisted Backend Development
- AI-Assisted Full-Stack Development
- AI-Assisted Mobile Development
- AI-Assisted API Development
- AI-Assisted Database Development
- AI-Assisted DevOps
- AI-Assisted Cloud Development
- AI-Assisted Game Development
- AI-Assisted Data Engineering
- AI-Assisted Machine Learning Development
- Natural Language to Code
- Code to Natural Language
- Pseudocode to Code
- Code Translation
- Cross-Language Translation
- Code Modernization
- Legacy Code Conversion
- Boilerplate Generation
- Schema-to-Code Generation
- API-to-Code Generation
- UI-to-Code Generation
- Design-to-Code Generation
- Text-to-SQL
- Text-to-Regular-Expression
- Documentation-to-Code
- Specification-to-Code
- AI Unit Test Generation
- AI Integration Test Generation
- AI End-to-End Test Generation
- Test Case Generation
- Test Data Generation
- Mock Generation
- Fixture Generation
- Edge Case Discovery
- Regression Test Generation
- Property-Based Test Generation
- Test Coverage Analysis
- Test Failure Explanation
- Automated Test Repair
- AI Error Diagnosis
- Stack Trace Analysis
- Runtime Error Analysis
- Compile Error Analysis
- Logical Error Detection
- Performance Bug Detection
- Dependency Error Analysis
- Configuration Error Analysis
- Root Cause Analysis
- AI-Assisted Bug Fixing
- Debugging Multi-File Projects
- README Generation
- API Documentation Generation
- Code Comment Generation
- Docstring Generation
- Architecture Documentation
- User Documentation
- Technical Documentation
- Changelog Generation
- Release Note Generation
Topics
168 published topics
- 21 Code CompletionLearn Code Completion through a detailed Generative AI Programmer lesson with a relevant example, verification, exercises, safety analysis and practice questions.Beginner · 16 min read · 90 min learning
- 22 Code ExplanationLearn Code Explanation through a detailed Generative AI Programmer lesson with a relevant example, verification, exercises, safety analysis and practice questions.Beginner · 16 min read · 90 min learning
- 23 Code TranslationLearn Code Translation through a detailed Generative AI Programmer lesson with a relevant example, verification, exercises, safety analysis and practice questions.Beginner · 16 min read · 90 min learning
- 24 Code RefactoringLearn Code Refactoring through a detailed Generative AI Programmer lesson with a relevant example, verification, exercises, safety analysis and practice questions.Beginner · 16 min read · 90 min learning
- 25 Code OptimizationLearn Code Optimization through a detailed Generative AI Programmer lesson with a relevant example, verification, exercises, safety analysis and practice questions.Beginner · 16 min read · 90 min learning
- 26 Code DocumentationLearn Code Documentation through a detailed Generative AI Programmer lesson with a relevant example, verification, exercises, safety analysis and practice questions.Beginner · 16 min read · 90 min learning
- 27 Code Review with AILearn Code Review with AI through a detailed Generative AI Programmer lesson with a relevant example, verification, exercises, safety analysis and practice questions.Beginner · 16 min read · 90 min learning
- 28 Debugging with AILearn Debugging with AI through a detailed Generative AI Programmer lesson with a relevant example, verification, exercises, safety analysis and practice questions.Beginner · 16 min read · 90 min learning
- 29 Error ExplanationLearn Error Explanation through a detailed Generative AI Programmer lesson with a relevant example, verification, exercises, safety analysis and practice questions.Beginner · 16 min read · 90 min learning
- 30 Generating Boilerplate CodeLearn Generating Boilerplate Code through a detailed Generative AI Programmer lesson with a relevant example, verification, exercises, safety analysis and practice questions.Beginner · 16 min read · 90 min learning
- 31 Generating FunctionsLearn Generating Functions through a detailed Generative AI Programmer lesson with a relevant example, verification, exercises, safety analysis and practice questions.Beginner · 15 min read · 90 min learning
- 32 Generating ClassesLearn Generating Classes through a detailed Generative AI Programmer lesson with a relevant example, verification, exercises, safety analysis and practice questions.Beginner · 15 min read · 90 min learning
- 33 Generating AlgorithmsLearn Generating Algorithms through a detailed Generative AI Programmer lesson with a relevant example, verification, exercises, safety analysis and practice questions.Beginner · 16 min read · 90 min learning
- 34 Generating Regular ExpressionsLearn Generating Regular Expressions through a detailed Generative AI Programmer lesson with a relevant example, verification, exercises, safety analysis and practice questions.Beginner · 16 min read · 90 min learning
- 35 Generating SQL QueriesLearn Generating SQL Queries through a detailed Generative AI Programmer lesson with a relevant example, verification, exercises, safety analysis and practice questions.Beginner · 16 min read · 90 min learning
- 36 Generating Shell CommandsLearn Generating Shell Commands through a detailed Generative AI Programmer lesson with a relevant example, verification, exercises, safety analysis and practice questions.Beginner · 16 min read · 90 min learning
- 37 Generating Configuration FilesLearn Generating Configuration Files through a detailed Generative AI Programmer lesson with a relevant example, verification, exercises, safety analysis and practice questions.Beginner · 16 min read · 90 min learning
- 38 Programming PromptsLearn Programming Prompts through a detailed Generative AI Programmer lesson with a relevant example, verification, exercises, safety analysis and practice questions.Beginner · 16 min read · 90 min learning
- 39 Zero-Shot PromptingLearn Zero-Shot Prompting through a detailed Generative AI Programmer lesson with a relevant example, verification, exercises, safety analysis and practice questions.Beginner · 15 min read · 90 min learning
- 40 Few-Shot PromptingLearn Few-Shot Prompting through a detailed Generative AI Programmer lesson with a relevant example, verification, exercises, safety analysis and practice questions.Beginner · 15 min read · 90 min learning