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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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Automating Police Report Writing Using NLP and Machine Learning
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Automating Police Report Writing Using NLP and Machine Learning

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9 min read
Scalable ML Training on AWS: SageMaker, Spot Instances and Experiment Tracking
Cover image for Scalable ML Training on AWS: SageMaker, Spot Instances and Experiment Tracking

Scalable ML Training on AWS: SageMaker, Spot Instances and Experiment Tracking

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20 min read
Production AI: Monitoring, Cost Optimization, and Operations

Production AI: Monitoring, Cost Optimization, and Operations

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9 min read
Building an Intelligent Customer Support System with Multi-Agent Architecture

Building an Intelligent Customer Support System with Multi-Agent Architecture

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20 min read
Modelos de ML: Por Qué Tu Predicción Es Buena... Hasta Que No Lo Es

Modelos de ML: Por Qué Tu Predicción Es Buena... Hasta Que No Lo Es

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5 min read
Personal Productivity: How to Forecast Your Peak Focus Hours with Data

Personal Productivity: How to Forecast Your Peak Focus Hours with Data

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2 min read
Build a Privacy-First AI Text Classifier: No Servers, No APIs. Master the AI Lifecycle: Initialize, Train, and Deploy.

Build a Privacy-First AI Text Classifier: No Servers, No APIs. Master the AI Lifecycle: Initialize, Train, and Deploy.

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2 min read
Building an AI Document Processing Pipeline on AWS (Textract + Bedrock)

Building an AI Document Processing Pipeline on AWS (Textract + Bedrock)

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5 min read
Getting started in synthetic data generation with AWS Clean Rooms
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Getting started in synthetic data generation with AWS Clean Rooms

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6 min read
Why Agent Guardrails Aren't Enough
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Why Agent Guardrails Aren't Enough

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4 min read
Experts explore new mushroom which causes fairytale-like hallucinations
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Experts explore new mushroom which causes fairytale-like hallucinations

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5 min read
Implementing Real-Time Emotion Detection in Voice AI: A Developer's Journey
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Implementing Real-Time Emotion Detection in Voice AI: A Developer's Journey

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13 min read
How Strategic Image Cropping Transforms Data Ingestion Pipelines
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How Strategic Image Cropping Transforms Data Ingestion Pipelines

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4 min read
Forecasting Appointment No-Shows and Improving Healthcare Access: A Machine Learning Framework

Forecasting Appointment No-Shows and Improving Healthcare Access: A Machine Learning Framework

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3 min read
Federated Machine Learning and the Future of Data Privacy

Federated Machine Learning and the Future of Data Privacy

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3 min read
Cognitive Distortions: Use AI to Identify and Challenge Negative Thinking

Cognitive Distortions: Use AI to Identify and Challenge Negative Thinking

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2 min read
SmartKNN - Large Scale Classification Benchmarks (CPU)

SmartKNN - Large Scale Classification Benchmarks (CPU)

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3 min read
Scale Ethically: Implement Multilingual AI Voice Models with Data Privacy
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Scale Ethically: Implement Multilingual AI Voice Models with Data Privacy

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13 min read
Dario Amodei - resigns from openai & built AI safety
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Dario Amodei - resigns from openai & built AI safety

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6 min read
Building production grade ai agents in 2025 the complete technical guide
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Building production grade ai agents in 2025 the complete technical guide

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1 min read
Extracting Flow-Level Network Features from PCAPs with Tranalyzer2

Extracting Flow-Level Network Features from PCAPs with Tranalyzer2

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4 min read
Model‑First Reasoning Myth‑Tech: One Mechanism, Two Dialects
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Model‑First Reasoning Myth‑Tech: One Mechanism, Two Dialects

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2 min read
Retell AI Twilio Integration Tutorial: Build AI Voice Calls Step-by-Step
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Retell AI Twilio Integration Tutorial: Build AI Voice Calls Step-by-Step

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13 min read
Understanding LLM vs AI: What Every Engineer Needs to Know | My Site
Cover image for Understanding LLM vs AI: What Every Engineer Needs to Know | My Site

Understanding LLM vs AI: What Every Engineer Needs to Know | My Site

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5 min read
Complete MITRE ATT&CK MCP Server

Complete MITRE ATT&CK MCP Server

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5 min read
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