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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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AI Compass: Your Complete Guide to Navigating the AI Landscape as an Engineer
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AI Compass: Your Complete Guide to Navigating the AI Landscape as an Engineer

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4 min read
Top Advancements in Building Human-Like Voice Agents for Developers
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Top Advancements in Building Human-Like Voice Agents for Developers

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11 min read
What are AI Evals?
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What are AI Evals?

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5 min read
Stanford Just Killed Prompt Engineering With 8 Words
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Stanford Just Killed Prompt Engineering With 8 Words

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3 min read
Closing the Loop: How Reinforcement Learning is Changing AI Coding
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Closing the Loop: How Reinforcement Learning is Changing AI Coding

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5 min read
Machine Learning Demystified: Learn the Basics with Visual Examples
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Machine Learning Demystified: Learn the Basics with Visual Examples

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2 min read
Day 8: Progress at Grandma's Place

Day 8: Progress at Grandma's Place

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2 min read
Meet X-AnyLabeling: The Python-native, AI-powered Annotation Tool for Modern CV 🚀
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Meet X-AnyLabeling: The Python-native, AI-powered Annotation Tool for Modern CV 🚀

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3 min read
How Does Amex Process Millions of Transactions in Milliseconds

How Does Amex Process Millions of Transactions in Milliseconds

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2 min read
When Deep Learning Meets the Devil's Wheel: RL for European Roulette (Part 1)"
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When Deep Learning Meets the Devil's Wheel: RL for European Roulette (Part 1)"

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12 min read
AI Engineering for Everyone — Simple Explanations of Hard Concepts (Series Announcement)
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AI Engineering for Everyone — Simple Explanations of Hard Concepts (Series Announcement)

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2 min read
OpenAI are quietly adopting skills, now available in ChatGPT and Codex CLI
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OpenAI are quietly adopting skills, now available in ChatGPT and Codex CLI

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4 min read
Code Generation for Ablation Technique — Documentation

Code Generation for Ablation Technique — Documentation

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3 min read
Semantic Caching Cut Our LLM Costs by 40%

Semantic Caching Cut Our LLM Costs by 40%

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3 min read
What AWS’s 2025 AI and Cloud Updates Mean for Engineers Building Large Systems
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What AWS’s 2025 AI and Cloud Updates Mean for Engineers Building Large Systems

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2 min read
From Theory to Practice: Digital Twin Core Concepts and Implementation Ideas for Engineers

From Theory to Practice: Digital Twin Core Concepts and Implementation Ideas for Engineers

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4 min read
Stop Evaluating AI Agents Like ML Models: A Paradigm Shift for Developers
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Stop Evaluating AI Agents Like ML Models: A Paradigm Shift for Developers

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3 min read
Base LLMs vs Instruction-Tuned LLMs: Understanding the Architecture Behind ChatGPT and Claude

Base LLMs vs Instruction-Tuned LLMs: Understanding the Architecture Behind ChatGPT and Claude

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3 min read
Intersection-Aware Asset Placement using Computational Geometry and ML

Intersection-Aware Asset Placement using Computational Geometry and ML

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2 min read
Understanding Overfitting in Neural Networks (TensorFlow- CNN)
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Understanding Overfitting in Neural Networks (TensorFlow- CNN)

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3 min read
Introduction to Server-less and AWS Lambda

Introduction to Server-less and AWS Lambda

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2 min read
I Built an EPSS-Integrated CVE Risk Scoring Tool (Day0Predictor v0.1)

I Built an EPSS-Integrated CVE Risk Scoring Tool (Day0Predictor v0.1)

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2 min read
Deploying Mooncake for LLMs: Installation & Optimization

Deploying Mooncake for LLMs: Installation & Optimization

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7 min read
Prompt Length vs. Context Window: The Real Limits Behind LLM Performance
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Prompt Length vs. Context Window: The Real Limits Behind LLM Performance

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4 min read
From Catalog Chaos to Real-Time Recommendations: Building a Product Graph with LLMs and Neo4j

From Catalog Chaos to Real-Time Recommendations: Building a Product Graph with LLMs and Neo4j

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4 min read
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