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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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Como Baixar, Quantizar e Rodar um Modelo LLM Localmente no Ollama
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Como Baixar, Quantizar e Rodar um Modelo LLM Localmente no Ollama

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3 min read
The Evolution of Sequential Learning Models: RNN LSTM Transformers

The Evolution of Sequential Learning Models: RNN LSTM Transformers

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2 min read
Understanding Word Embedding: Bridging Language and Numbers

Understanding Word Embedding: Bridging Language and Numbers

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2 min read
How I Designed GPU vs CPU Pipelines for a High-Volume ML Classification System

How I Designed GPU vs CPU Pipelines for a High-Volume ML Classification System

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8 min read
Super Memory AI: From Basics to Advanced Implementation
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Super Memory AI: From Basics to Advanced Implementation

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4 min read
Why Not All AI Works the Same: A Quick Breakdown for Builders

Why Not All AI Works the Same: A Quick Breakdown for Builders

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1 min read
From Notebook to Production: A Pragmatic Playbook for Developers Who Ship

From Notebook to Production: A Pragmatic Playbook for Developers Who Ship

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5 min read
I built two high-performance Python libraries for production AI: LLM log analytics and vector similarity search

I built two high-performance Python libraries for production AI: LLM log analytics and vector similarity search

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5 min read
Becoming a Full stack developer Day 4

Becoming a Full stack developer Day 4

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1 min read
SmartKNN Regression Benchmarks — How Far Can a Smarter KNN Really Go?

SmartKNN Regression Benchmarks — How Far Can a Smarter KNN Really Go?

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3 min read
RAG vs Fine‑Tuning: A Simple, Practical Guide for Beginners
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RAG vs Fine‑Tuning: A Simple, Practical Guide for Beginners

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3 min read
Precisamos falar sobre o Hugging Face: o GitHub da Inteligência Artificial

Precisamos falar sobre o Hugging Face: o GitHub da Inteligência Artificial

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2 min read
Building an Audio Transcription Tool: A Deep Dive into WER Metrics

Building an Audio Transcription Tool: A Deep Dive into WER Metrics

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6 min read
Case Study: Training AI to Deliver Precision Prevention in Natural Healthcare

Case Study: Training AI to Deliver Precision Prevention in Natural Healthcare

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3 min read
🔥 Why Your Deep Neural Network Fails at Layer 50 (And How ResNet Fixes It)
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🔥 Why Your Deep Neural Network Fails at Layer 50 (And How ResNet Fixes It)

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5 min read
Predicting Fuel Efficiency with Tree-Based Models: A Hands-On Machine Learning Walkthrough

Predicting Fuel Efficiency with Tree-Based Models: A Hands-On Machine Learning Walkthrough

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3 min read
From One Tree to a Whole Forest

From One Tree to a Whole Forest

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3 min read
Embrace the Flaw: Unleashing Creativity with 'Semantic Glitches' in AI Art

Embrace the Flaw: Unleashing Creativity with 'Semantic Glitches' in AI Art

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2 min read
🧙 LLMs as Dungeon Masters: Can AI Run a Tabletop Game Without Cheating?
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🧙 LLMs as Dungeon Masters: Can AI Run a Tabletop Game Without Cheating?

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4 min read
OpenAI may not use lyrics without license, German court rules
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OpenAI may not use lyrics without license, German court rules

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4 min read
Lesson 29: Machine Learning and Strategy Optimization

Lesson 29: Machine Learning and Strategy Optimization

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10 min read
Devtool for running and benchmarking local AI
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Devtool for running and benchmarking local AI

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3 min read
My Big "Aha!" Moment: What is a Decision Tree?

My Big "Aha!" Moment: What is a Decision Tree?

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3 min read
Mastering Reinforcement Learning with R: Building Smarter Decisions Through Data-Driven Experience

Mastering Reinforcement Learning with R: Building Smarter Decisions Through Data-Driven Experience

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9 min read
Statistics Day 4: Z-Score vs Min-Max Normalization — Making Data Fair for ML Models
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Statistics Day 4: Z-Score vs Min-Max Normalization — Making Data Fair for ML Models

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3 min read
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