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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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Steps of Building an LLM — An Overview
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Steps of Building an LLM — An Overview

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3 min read
Cyber Arena for Symbolic AI Defense
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Cyber Arena for Symbolic AI Defense

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3 min read
UX for AI Agents: Designing Interfaces That Machines, Not Humans, Use

UX for AI Agents: Designing Interfaces That Machines, Not Humans, Use

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3 min read
Unsupervised Learning: A Focus on Clustering
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Unsupervised Learning: A Focus on Clustering

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2 min read
From Words to Vectors: Unlocking Semantic Search Power with NLP and Milvus
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From Words to Vectors: Unlocking Semantic Search Power with NLP and Milvus

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3 min read
Which models dominate churn prediction? Insights from 240 ML/DL studies (2020–2024)
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Which models dominate churn prediction? Insights from 240 ML/DL studies (2020–2024)

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1 min read
Positional Encoding - Sense of direction for Transformers

Positional Encoding - Sense of direction for Transformers

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11 min read
A Beginner's GAN Adventure with Digits
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A Beginner's GAN Adventure with Digits

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5 min read
Context Boundary Failure in LLMs Part 1
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Context Boundary Failure in LLMs Part 1

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4 min read
🚦 Can You Trust an LLM to Manage Traffic on a Monday Morning?
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🚦 Can You Trust an LLM to Manage Traffic on a Monday Morning?

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4 min read
Linear regression Algorithm
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Linear regression Algorithm

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5 min read
5 Practical AI Stacks for Anyone Not Named Google

5 Practical AI Stacks for Anyone Not Named Google

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13 min read
Bias and Fairness in AI Models: Why Responsible AI Matters

Bias and Fairness in AI Models: Why Responsible AI Matters

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2 min read
A beginner's guide to the Hidream-L1-Fast model by Prunaai on Replicate
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A beginner's guide to the Hidream-L1-Fast model by Prunaai on Replicate

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2 min read
The Future of Quality Assurance: AI Testing Explained

The Future of Quality Assurance: AI Testing Explained

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3 min read
The misconception that Netflix's AI-powered recommendations

The misconception that Netflix's AI-powered recommendations

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1 min read
How to Build Recommendations That Connect Across Movies, Music, Books, and Art
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How to Build Recommendations That Connect Across Movies, Music, Books, and Art

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4 min read
Fine-tuning SmolAgents using Tools with Reinforcement Learning

Fine-tuning SmolAgents using Tools with Reinforcement Learning

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2 min read
Part 1: Training a Neural Network to Detect Coffee First Crack from Audio - An Agentic Development Journey with Warp Agent
Cover image for Part 1: Training a Neural Network to Detect Coffee First Crack from Audio - An Agentic Development Journey with Warp Agent

Part 1: Training a Neural Network to Detect Coffee First Crack from Audio - An Agentic Development Journey with Warp Agent

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13 min read
🚀 From Algorithms to Neural Networks: ML vs DL Explained

🚀 From Algorithms to Neural Networks: ML vs DL Explained

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2 min read
I Built a Framework That Shows Systems Can't Detect Their Own Delusions

I Built a Framework That Shows Systems Can't Detect Their Own Delusions

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3 min read
AI That Thinks and Reasons: A Deep Dive into Neuro-Symbolic AI
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AI That Thinks and Reasons: A Deep Dive into Neuro-Symbolic AI

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12 min read
Why AI is Becoming Cybersecurity’s Strongest Ally (And Where We’re Headed Next)
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Why AI is Becoming Cybersecurity’s Strongest Ally (And Where We’re Headed Next)

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2 min read
Real-Time Fall Detection System for Elderly Care Facilities
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Real-Time Fall Detection System for Elderly Care Facilities

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7 min read
⚠️ Warning: "Optimism Bias" in Reinforcement Learning 🚨 Whe

⚠️ Warning: "Optimism Bias" in Reinforcement Learning 🚨 Whe

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1 min read
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