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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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Understanding Errors in Machine Learning: Accuracy, Precision, Recall & F1 Score

Understanding Errors in Machine Learning: Accuracy, Precision, Recall & F1 Score

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3 min read
The Curious Case of ChatGPT Hallucinations

The Curious Case of ChatGPT Hallucinations

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3 min read
From File Chaos to Clean Catalog: How AI Batch Tools Organize & Remove Backgrounds at Scale

From File Chaos to Clean Catalog: How AI Batch Tools Organize & Remove Backgrounds at Scale

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5 min read
CNNs: from a beginner's point of view

CNNs: from a beginner's point of view

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7 min read
Testing AI Systems: Handling the Test Oracle Problem

Testing AI Systems: Handling the Test Oracle Problem

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4 min read
From Pandas to Upstream Control: The Evolution PyData Needs Next

From Pandas to Upstream Control: The Evolution PyData Needs Next

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6 min read
Becoming a full stack developer (Ml Engineer) day 5

Becoming a full stack developer (Ml Engineer) day 5

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1 min read
Beyond Coding: Your Accountability Buddy with Claude Code Skill

Beyond Coding: Your Accountability Buddy with Claude Code Skill

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7 min read
Ai Didn’t Kill Frontend. It Turned It Into A Perspective.

Ai Didn’t Kill Frontend. It Turned It Into A Perspective.

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3 min read
A Small Milestone While Building SmartKNN

A Small Milestone While Building SmartKNN

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2 min read
When AI Plays With Thrones: Why the Latest Lawsuit Against ChatGPT Matters for Devs

When AI Plays With Thrones: Why the Latest Lawsuit Against ChatGPT Matters for Devs

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2 min read
Seeking Engineers with Parameter Selection Problems - Free Mathematical Analysis

Seeking Engineers with Parameter Selection Problems - Free Mathematical Analysis

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4 min read
GPT-5.1: A smarter, more conversational ChatGPT

GPT-5.1: A smarter, more conversational ChatGPT

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4 min read
runners y cuantificacion de modelos

runners y cuantificacion de modelos

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4 min read
Statistics Day 2: Correlation Isn’t Causation — Here’s Why It Matters!

Statistics Day 2: Correlation Isn’t Causation — Here’s Why It Matters!

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4 min read
Top 5 AI Observability Platforms in 2025

Top 5 AI Observability Platforms in 2025

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9 min read
AgenticAI Revolution: Leading AI Innovations of 2025

AgenticAI Revolution: Leading AI Innovations of 2025

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3 min read
faster whisper从多媒体语音材料中抽取出文本-3

faster whisper从多媒体语音材料中抽取出文本-3

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1 min read
Data Preparation and Training Formats (Part 3)

Data Preparation and Training Formats (Part 3)

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8 min read
How Gemini, GPT-5, and Modern LLMs Actually Work — A Simple Explanation

How Gemini, GPT-5, and Modern LLMs Actually Work — A Simple Explanation

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4 min read
How Generative AI is Transforming Software Architecture in 2025

How Generative AI is Transforming Software Architecture in 2025

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4 min read
BiasAwareFeedback: Detecting Textual Bias with NLP (Mini-Research Project)

BiasAwareFeedback: Detecting Textual Bias with NLP (Mini-Research Project)

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2 min read
Memory in AI Companions: Implementing Vector-Based Long-Term User State

Memory in AI Companions: Implementing Vector-Based Long-Term User State

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

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

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3 min read
Building an Agentic AI System for Accessibility Mapping: My Kaggle Capstone Experience

Building an Agentic AI System for Accessibility Mapping: My Kaggle Capstone Experience

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4 min read
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