Free download скачать Thinking in Prompts: Architecting Intelligence with AI and Machine Learning
by Venkateswara Rao Thota
English | 2025 | ASIN: B0GCJWPHLS | 146 pages | pdf | 42 MB

Artificial Intelligence is no longer about models alone.
It is about     how intelligence is designed, guided, constrained, and deployed as systems    .
Thinking in Prompts     is a definitive guide to modern AI-covering     Artificial Intelligence, Machine Learning, Deep Learning, Large Language Models, and Prompt Engineering     from an architectural and systems perspective. Written for practitioners, architects, and technology leaders, this book explains     not just how AI works    , but     how to design AI systems that work reliably in the real world    .
This book moves beyond hype and tooling to answer the most important question in modern AI:
How do we architect intelligence responsibly, at scale?
What This Book Covers    ✔ The evolution of AI-from     rule-based systems     to     machine learning    ,    deep learning    , and     transformers
✔ How     Large Language Models (LLMs)     actually work-and why they respond to prompts
✔ Prompt engineering as a     new programming paradigm    , not trial-and-error
✔ Advanced prompting techniques:
Zero-shot, one-shot, few-shotRole-based and instruction-based promptingChain-of-thought and reasoning controlSchema-driven and structured prompting
✔ Designing     prompt pipelines    ,    tool-calling systems    , and     LLM-based architectures
✔ Retrieval-Augmented Generation (RAG) and hybrid AI architectures
✔ Enterprise AI patterns and real-world system designs
✔ Evaluation, monitoring, governance, and AI operations maturity
✔ Security, privacy, and     ethical design     of AI systems
✔ The future of AI architectures and human-AI collaboration
What Makes This Book Different    Unlike many AI books that focus on:
Model internals onlyCoding tutorialsVendor-specific tools
This book focuses on     thinking    ,    design    , and     architecture    .
You will learn:
How prompts act as              policy, control, and intentWhy AI systems fail-and how architecture prevents failureHow to balance              structure and flexibilityHow to move from              experiments to production-grade AI systems
Every concept is explained with:
Clear mental modelsArchitectural patternsEnterprise-ready perspectivesVisual system thinking
Who This Book Is For    This book is ideal for:
Software Architects & System DesignersAI / ML EngineersEnterprise ArchitectsProduct Managers working with AITechnology Leaders & CTOsDevelopers transitioning into AIAnyone who wants to understand AI beyond hype
No advanced mathematics required-just curiosity and a desire to understand how modern AI systems are truly built.
Why This Book Matters Now    AI is becoming     infrastructure    .
Prompting is becoming     programming    .
Architecture is becoming     the competitive advantage    .
Organizations that fail to understand this will:
Over-trust modelsUnder-govern systemsBuild brittle AI solutions
This book ensures you don't.
Key Takeaway    AI systems succeed not because they are intelligent,
but because they are well-designed.
Thinking in Prompts     teaches you how to design that intelligence.
eBook Details:
Title: Thinking in Prompts: Architecting Intelligence with AI and Machine Learning
Author: Venkateswara Rao Thota
Language: English
Year: 2025
ASIN: B0GCJWPHLS
Total pages: 146
Format: pdf
Size: 42 MB

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