Python Programming with Generative AI

BARCHARTS PUBLISHINGISBN: 9781423252634

Price:
Sale price$20.99
Stock:
In stock, 58 units

By Robin Nixon
Imprint: BARCHARTS PUBLISHING
Release Date:
Format:
FOLD-OUT BOOK OR CHART
Dimensions:
279 x 216 mm
Weight:
80 g
Pages:
6

Description


  • AI & Your Development Environment

    • VS Code: Your AI Command Center

    • Jupyter Notebooks with AI Assistance

    • Setting Up AI API Keys

    • Token Costs

    • Copyright & AI-Generated Code



  • AI Assistance Core Use Cases

    • Code Completion & Refactoring

    • Code Search & Retrieval

    • Library & API Familiarization

    • Code Conversion & Translation



  • AI for Specific Coding Tasks

    • Authentication & Integration

    • AI for Testing

    • AI for Regex & String Handling



  • AI as Debugging Partner

    • Diagnosing Errors & Exceptions

    • Reading Stack Traces with AI

    • Multilevel Stack Traces

    • Context is Key



  • AI for Code Design & Planning

    • System Design via Conversation

    • Data Models & Class Design



  • AI for Advanced Python

    • From Code Assistant to Engineering Partner



  • AI-Assisted Docs & Commenting

    • Commenting What Matters

    • Markdown & README Generation



  • AI in Responsible Python Development

    • Hallucination Risks

    • Lack of Long-term Memory

    • Other Limitations

    • When Not to Trust Autocomplete



  • AI Prompt Hygiene & Version Control

    • Always Check Your Diffs

    • Use .gptignore or Equivalent for Sharing



  • AI-Assisted Security

    • Safe Coding



  • AI-Assisted Optimization 

    • Improving Performance



  • AI for Maintaining Legacy Code

    • Reading & Understanding Old Code

    • Refactoring & Modernization

    • Risk Reduction & Safe Refactoring



  • Top Prompts

  • Popular AI Assistants


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