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Decoding ML
Engineering production ML systems
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LLMs & RAG to Production Course
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Vlad Adumitracesei
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Decoding ML
Oct 7
From Posts to Reports: Leveraging LLMs for Social Media Data Mining
How to instruct LLMs to filter…
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156
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Paul Iusztin
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Decoding ML
Sep 21
Fundamentals
The 6 MLOps foundational principles
The core MLOps guidelines for…
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44
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Paul Iusztin
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Decoding ML
Sep 7
Fundamentals
Embeddings: the cornerstone of AI & ML
Fundamentals of embeddings: what…
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143
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Anca Ioana Muscalagiu
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Decoding ML
Sep 4
Tutorial
Experiment Tracking Essentials: Finding the Right Tool
Gradio’s Custom…
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262
Paul Iusztin
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Decoding ML
Aug 21
Fundamentals
RAG Fundamentals First
Why mastering the basics beats advanced techniques
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62
Paul Iusztin
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Decoding ML
Aug 20
LLM TWIN COURSE: BUILDING YOUR PRODUCTION-READY AI REPLICA
Build Multi-Index Advanced RAG Apps
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215
Paul Iusztin
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Decoding ML
Aug 9
Fundamentals
Building ML Systems the Right Way Using the FTI Architecture
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385
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Paul Iusztin
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Decoding ML
Jul 18
Build a scalable RAG ingestion pipeline using 74.3% less code
End-to-end implementation for an…
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514
Rares Istoc
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Decoding ML
Jun 26
Building Highly Scalable Data Ingestion Architecture for Machine Learning and Marketing Intelligence
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378
Alex Razvant
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Decoding ML
Jun 14
The LLM-Twin Free Course on Production-Ready RAG pipelines.
Learn how to build a full end-to-end LLM &…
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265
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Decoding ML
Battle-tested content on designing, coding, and deploying production-grade ML & MLOps systems. The hub for continuous learning on ML system design, ML engineering, MLOps, large language models (LLMs), and computer vision (CV).
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