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Take our 85+ lesson From Beginner to Advanced LLM Developer Certification: From choosing a project to deploying a working product this is the most comprehensive and practical LLM course out there!

Author: Dimitris Effrosynidis

How to Do the “Retrieval” in Retrieval-Augmented Generation (RAG)
Data Science  Latest  Machine Learning

How to Do the “Retrieval” in Retrieval-Augmented Generation (RAG)

Dimitris Effrosynidis
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January 29, 2025

Author(s): Dimitris Effrosynidis Originally published on Towards AI. Efficient Retrieval for RAG Leveraging Dense BM25 and Transformer Models This member-only story is on us. Upgrade to access all of Medium. Image by author. Efficient and accurate text retrieval is a cornerstone of …

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Fine-Tuning a Pre-trained LLM for Sentiment Classification
Data Science  Latest  Machine Learning

Fine-Tuning a Pre-trained LLM for Sentiment Classification

Dimitris Effrosynidis
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January 14, 2025

Author(s): Dimitris Effrosynidis Originally published on Towards AI. Optimizing results with minimal effort This member-only story is on us. Upgrade to access all of Medium. Image by author. In a previous tutorial, Traditional vs. Generative AI for Sentiment Classification, we predicted the …

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Mastering LLM Interactions
Data Science  Latest  Machine Learning

Mastering LLM Interactions

Dimitris Effrosynidis
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January 9, 2025

Author(s): Dimitris Effrosynidis Originally published on Towards AI. Prompt engineering, quantized model optimization, and grammar-constrained sampling This member-only story is on us. Upgrade to access all of Medium. Image by author. Generative AI transforms industries by enabling machines to produce human-like text, …

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