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Comprehensive Guides

Deep-dive guides covering everything you need to build AI-powered growth systems. Each guide combines strategy, architecture, and hands-on code.

6 chapters

The Complete Guide to AI-Powered Product Growth

From growth loops to viral mechanics, learn how AI transforms every stage of the product growth funnel. A comprehensive guide covering acquisition, activation, retention, and monetization strategies powered by machine learning.

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5 chapters

LLMs for Product Teams: A Practical Guide

Everything product teams need to know about building with Large Language Models. From prompt engineering to fine-tuning decisions, cost optimization, and production deployment patterns.

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5 chapters

RAG Systems: Building Context-Aware AI

A comprehensive guide to Retrieval-Augmented Generation. Learn how to build RAG pipelines that actually work, from embedding selection to vector databases, chunking strategies, and production deployment.

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5 chapters

AI-Driven Personalization & Recommendations

Build recommendation systems and personalization engines that actually move metrics. From collaborative filtering to embedding-based recommendations, real-time personalization, and measuring impact.

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