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

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)

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
Why Leaders Are Looking Beyond MLOps Toward Intelligence-Driven Operations

Why Leaders Are Looking Beyond MLOps Toward Intelligence-Driven Operations

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

How I Built a Computer Vision Chess Board Detector

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

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

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3 min read
Recovering Anthony Bourdain's Li.st's

Recovering Anthony Bourdain's Li.st's

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4 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

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.

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

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

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

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
Day 20 of improving my Data Science skills

Day 20 of improving my Data Science skills

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2 min read
Stanford Just Killed Prompt Engineering With 8 Words

Stanford Just Killed Prompt Engineering With 8 Words

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3 min read
Building Production-Grade Agentic AI: Architecture, Challenges, and Best Practices

Building Production-Grade Agentic AI: Architecture, Challenges, and Best Practices

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4 min read
🤖 AI News Roundup - December 08, 2025 (10:30 UTC)

🤖 AI News Roundup - December 08, 2025 (10:30 UTC)

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5 min read
Legacy Systems & AI: Overcoming Common Integration Challenges

Legacy Systems & AI: Overcoming Common Integration Challenges

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3 min read
This is my software journey

This is my software journey

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2 min read
🔥 21 Days of Building a Small Language Model.🔥

🔥 21 Days of Building a Small Language Model.🔥

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1 min read
GenerativeAI Revolution: Reshaping Industries in 2025

GenerativeAI Revolution: Reshaping Industries in 2025

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3 min read
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