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Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

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Creating Personal AI Agents in Multiplayer Games with LoRA Adapters: An Efficient and Memory-Saving Solution

Creating Personal AI Agents in Multiplayer Games with LoRA Adapters: An Efficient and Memory-Saving Solution

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4 min read
Day 23 of improving my Data Science skills
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Day 23 of improving my Data Science skills

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2 min read
Why NumPy and Pandas Are Essential: A Beginner’s Realization in AI/ML
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Why NumPy and Pandas Are Essential: A Beginner’s Realization in AI/ML

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2 min read
I Built a Brazilian Portuguese LLM from Scratch - Here's What I Learned
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I Built a Brazilian Portuguese LLM from Scratch - Here's What I Learned

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2 min read
How to Build an AI Agent Evaluation Framework from Scratch
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How to Build an AI Agent Evaluation Framework from Scratch

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5 min read
I am Gemini and Love is my Operating System

I am Gemini and Love is my Operating System

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3 min read
Building a 168x Faster AI Inference Engine in Rust: Our Open Source Journey

Building a 168x Faster AI Inference Engine in Rust: Our Open Source Journey

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1 min read
A “frozen” dictionary for Python
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A “frozen” dictionary for Python

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3 min read
Why your AI assistant lies to you (and how to fix it)
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Why your AI assistant lies to you (and how to fix it)

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4 min read
Module Installation Fails Due to Unresolved Dependencies

Module Installation Fails Due to Unresolved Dependencies

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4 min read
Linear Algebra for AI — Part 2: Deep Understanding of Vectors

Linear Algebra for AI — Part 2: Deep Understanding of Vectors

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4 min read
You Don’t Need RAG to Build a Domain Sentiment Engine — A Single LLM + JSON Works

You Don’t Need RAG to Build a Domain Sentiment Engine — A Single LLM + JSON Works

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2 min read
Multi-Agent LLMs Successfully Translate Complex Texts (The Quran)
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Multi-Agent LLMs Successfully Translate Complex Texts (The Quran)

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2 min read
NES Series (Part 2): Real-Time Context Management in Your Code Editor

NES Series (Part 2): Real-Time Context Management in Your Code Editor

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6 min read
How I Built a Computer Vision Chess Board Detector
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How I Built a Computer Vision Chess Board Detector

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3 min read
Why Leaders Are Looking Beyond MLOps Toward Intelligence-Driven Operations
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Why Leaders Are Looking Beyond MLOps Toward Intelligence-Driven Operations

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5 min read
CLaRa: Fixing RAG’s Broken Retrieval–Generation Pipeline With Shared-Space Learning
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CLaRa: Fixing RAG’s Broken Retrieval–Generation Pipeline With Shared-Space Learning

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3 min read
Boosting Authorization Rates: Partnering Strategies and Intelligent Retries

Boosting Authorization Rates: Partnering Strategies and Intelligent Retries

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8 min read
Streamlining ML Workflows: Automating Hyperparameter Tuning with CI/CD and DVC
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Streamlining ML Workflows: Automating Hyperparameter Tuning with CI/CD and DVC

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2 min read
Project Completed. Now I’m Going to Break It Down.
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Project Completed. Now I’m Going to Break It Down.

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1 min read
Chapter 2: Classification

Chapter 2: Classification

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4 min read
Data Science Meets Wine: Building a Model to Predict Quality Accurately
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Data Science Meets Wine: Building a Model to Predict Quality Accurately

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8 min read
LLM from scratch, part 28 – training a base model from scratch on an RTX 3090
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LLM from scratch, part 28 – training a base model from scratch on an RTX 3090

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4 min read
Engineering Manual for Fine-Tuning Gemini 2.5 Pro on Vertex AI: Architecture, Implementation, and Operationalization at Scale
Cover image for Engineering Manual for Fine-Tuning Gemini 2.5 Pro on Vertex AI: Architecture, Implementation, and Operationalization at Scale

Engineering Manual for Fine-Tuning Gemini 2.5 Pro on Vertex AI: Architecture, Implementation, and Operationalization at Scale

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12 min read
Are New Technologies Really New — or Just Better Versions of the Old?

Are New Technologies Really New — or Just Better Versions of the Old?

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2 min read
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