Edgar Bermudez – Medium

Edgar Bermudez

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Data Science Collective

DeepSeek R1: Unlocking LLM Reasoning with Reinforcement Learningand why this important for the…

In the previous post in this series about Reinforcement Learning (RL) in the context of Large Language Models (LLMs) we introduced the…

Apr 4

DeepSeek R1: Unlocking LLM Reasoning with Reinforcement Learningand why this important for the…

Apr 4

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Published in
Data Science Collective

Understanding Model Distillation in Large Language Models (With Code Examples)

Model distillation is a technique where the basic idea is to make a smaller model (student) mimics the behaviour of a larger model…

Mar 29

Understanding Model Distillation in Large Language Models (With Code Examples)

Mar 29

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Understanding how to evaluate your model for segmentation in medical imaging

An easy to understand guide to understand and implement evaluation your image segmentation model for medical imaging

Feb 23, 2024

Understanding how to evaluate your model for segmentation in medical imaging

Feb 23, 2024

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From image annotation dataset to a format that a deep learning model can understand

Mar 13, 2024

From image annotation dataset to a format that a deep learning model can understand

Mar 13, 2024

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about ai

Building an LLM tool to better understand scientific papers using RAG

A simple guide to build a simple RAG system using llamaindex to summarize and understand scientific papers

Dec 13, 2023

Building an LLM tool to better understand scientific papers using RAG

Dec 13, 2023

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about ai

Bridging AI and Neuroscience: Insights into Natural Language Processing

Understanding how the human brain processes language during everyday conversations with artificial intelligence.

4d ago

Bridging AI and Neuroscience: Insights into Natural Language Processing

4d ago

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about ai

An Introduction to MCP: The USB-C for AI Agents

with a LangGraph Example

Apr 8

An Introduction to MCP: The USB-C for AI Agents

Apr 8

How Web Addresses Work: Understanding HTTP, DNS, and How to Point Your Domain

Have you ever wondered what happens behind the scenes when you type a web address into your browser? That seemingly simple action kicks off…

Apr 6

How Web Addresses Work: Understanding HTTP, DNS, and How to Point Your Domain

Apr 6

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about ai

Advancing Video Reasoning in Multimodal Large Language Models

As multimodal large language models (MLLMs) continue to evolve, enhancing their ability to reason over video content presents a…

Apr 2

Advancing Video Reasoning in Multimodal Large Language Models

Apr 2

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Data Science Collective

Prompt Version Control: Why It’s Essential and How to Implement It Effectively

The rise of large language models (LLMs) has turned prompt engineering into a critical skill for the development of LLM based apps. But as…

Mar 23

Prompt Version Control: Why It’s Essential and How to Implement It Effectively

Mar 23

Edgar Bermudez

Edgar Bermudez

PhD in Computer Science and AI. I write about neuroscience, AI, and Computer Science in general. The opinions expressed in my stories are my own :)

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