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Machine Learning

4 articles on machine learning

AI(20)Product Growth(10)LLMs(6)Machine Learning(4)RAG(4)Embeddings(4)Personalization(3)Engineering(3)NLP(2)Benchmarks(2)Growth Strategy(1)Deep Learning(1)Transformers(1)Vector Databases(1)Infrastructure(1)Retention(1)Churn Prediction(1)Prompt Engineering(1)GPT-4(1)Claude(1)AI Engineering(1)Viral Marketing(1)Referral Programs(1)Cost Optimization(1)Production AI(1)Growth Loops(1)SEO(1)Content Marketing(1)Vector Search(1)Monetization(1)Pricing(1)Recommendation Systems(1)A/B Testing(1)Optimization(1)Onboarding(1)Activation(1)Product-Led Growth(1)SaaS(1)Self-Serve(1)User Research(1)Product Management(1)Sales(1)Lead Scoring(1)B2B Growth(1)Conversion Optimization(1)Funnel Optimization(1)Opinion(1)Architecture(1)
8 min read

AI-Native Growth: Why Traditional Product Growth Playbooks Are Dead

The playbook that got you to 100K users won't get you to 10M. AI isn't just another channel—it's fundamentally reshaping how products grow, retain, and monetize. Here's what actually works in 2026.

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6 min read

AI-Powered Personalization at Scale: From Segments to Individuals

Traditional segmentation is dead. Learn how to build individual-level personalization systems with embeddings, real-time inference, and behavioral prediction models that adapt to every user.

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5 min read

Dynamic Pricing with Machine Learning: Optimize Revenue Per User

Stop leaving money on the table with static pricing. Learn how to build ML-powered pricing systems that optimize for willingness-to-pay and increase revenue by 20-40%.

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5 min read

Embedding-Based Recommendation Systems: Beyond Collaborative Filtering

Build recommendation engines that understand semantic similarity, work with cold-start users, and deliver personalized experiences from day one using embeddings.

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