LLM-Powered Architectural Pattern Brainstorming for Novice AI Solutions Architects
Master the art of leveraging Large Language Models to efficiently brainstorm, evaluate, and refine architectural patterns for robust AI/ML solutions.
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Foundations of LLM-Powered Architectural Brainstorming
Unit 1: Introduction to LLMs for Architects
Architect's New Assistant
LLM Superpowers
What LLMs Can't Do
Unit 2: Understanding AI/ML Solution Requirements
AI/ML Needs & Constraints
AI/ML Workloads
Unit 3: LLM-Powered Pattern Identification
Pattern Primer
Data Patterns for AI
LLM's First Brainstorm
Advanced LLM Prompting and Critical Evaluation for AI Architectures
Unit 1: Crafting Effective Prompts for AI Architecture
Prompting for Constraints
Refining Prompt Specificity
Guiding LLM for Evaluation
Unit 2: Critical Evaluation of LLM Outputs
Spotting LLM Biases
Human Expertise & LLMs
Validating LLM Suggestions
Unit 3: Iterative Brainstorming and Refinement
Iterative Prompt Refinement
Converging on Solutions