PinnedPaul IusztininDecoding MLAn End-to-End Framework for Production-Ready LLM Systems by Building Your LLM TwinFrom data gathering to productionizing LLMs using LLMOps good practices.16 min read·Mar 16, 2024--11--11
PinnedPaul IusztininDecoding MLThe LLMs kit: Build a production-ready real-time financial advisor system using streaming…Lesson 1: LLM architecture system design using the 3-pipeline pattern·12 min read·Jan 5, 2024----
PinnedPaul IusztininTowards Data ScienceA Framework for Building a Production-Ready Feature Engineering PipelineLesson 1: Batch Serving. Feature Stores. Feature Engineering Pipelines.·13 min read·Apr 28, 2023--11--11
Paul IusztininDecoding MLThe 4 Advanced RAG Algorithms You Must Know to ImplementImplement from scratch 4 advanced RAG methods to optimize your retrieval and post-retrieval algorithm15 min read·May 4, 2024--6--6
Paul IusztininDecoding MLSOTA Python Streaming Pipelines for Fine-tuning LLMs and RAG — in Real-Time!Use a Python streaming engine to populate a feature store from 4+ data sources18 min read·Apr 20, 2024----
Paul IusztininDecoding MLA Real-time Retrieval System for RAG on Social Media DataUse a streaming engine to populate a vector DB in real-time. Improve RAG accuracy using rerank & UMAP.·12 min read·Mar 30, 2024----
Paul IusztininDecoding MLFix your messy ML configs in your Python projects2024 MLOps learning roadmap. Python syntax sugar that will help you write cleaner code.·5 min read·Mar 22, 2024----
Paul IusztininDecoding MLLearn an end-to-end framework for production-ready LLM systems by building your LLM twinWhy you should take our new production-ready LLMs course·3 min read·Mar 15, 2024--1--1
Paul IusztininDecoding ML4 key decoding strategies for LLMs that you must knowThe only 6 prompt engineering techniques you need to know. One thing that I do that sets me apart from the crowd.·7 min read·Mar 1, 2024----
Paul IusztininDecoding MLAbout Decoding MLThe hub for continuous learning on ML system design, ML engineering, MLOps, LLMs and computer vision.2 min read·Feb 19, 2024----