Generative AI Nuggetbook

By Nafis Neehal

Master the AI Hype: From Fundamentals to Real-World Impact

This compact guide takes you from AI beginner to confident practitioner, covering the most important developments transforming how you work and create.

What You'll Learn:

AI Fundamentals - Large Language Models, transformers, embeddings, and prompt engineering techniques (zero-shot, few-shot, chain-of-thought)Advanced Training - Fine-tuning, LoRA adapters, RLHF, Parameter Efficient Fine-Tuning (PEFT), and domain adaptation strategiesSmart Deployment - API integration, quantization techniques, cloud architecture, open source vs commercial models, and cost optimizationRevolutionary Tools - RAG systems for private data access, autonomous AI agents, Model Context Protocol (MCP), CLI tools, and AI-enhanced IDEs (Cursor, Windsurf)AI Accountability - LLM-as-a-Judge evaluation, red teaming, AI guardrails, monitoring systems, and reliability measuresReal-World Impact - Proven 10x productivity strategies, workflow automation, business transformation, and progressive adoption frameworks

Key Benefits:

Understand core AI technologies without technical jargonUnderstanding how to deploy AI tools effectively and cost-efficientlyBuild advanced systems with RAG and AI agentsEnsure AI safety and reliability at scaleAchieve measurable productivity gains across industriesLead successful AI adoption initiatives

Perfect for: Business professionals, entrepreneurs, and anyone serious about leveraging AI's practical potential for personal or organizational transformation.

• Format: Paperback
• Language: English
• ISBN: B0FQM5JQ9Q
• ISBN13: 9798264062568
• Release Date: September 2025
• Publisher: Independently Published
• Length: 150 Pages
• Weight: 0.34 lbs.
• Dimensions: 0.3" x 5.0" x 8.0"