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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 Inductive Bias in Machine Learning: Why It Matters

Understanding Inductive Bias in Machine Learning: Why It Matters

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1 min read
📚 A Complete Guide to Data Science Courses: How to Choose, What to Learn, and Where to Begin

📚 A Complete Guide to Data Science Courses: How to Choose, What to Learn, and Where to Begin

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5 min read
Real‑World Applications of AI: Lessons from Successful Projects

Real‑World Applications of AI: Lessons from Successful Projects

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6 min read
AI Agents vs Autonomous Agents vs Agentic AI: The Architecture Stack, Explained

AI Agents vs Autonomous Agents vs Agentic AI: The Architecture Stack, Explained

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1 min read
The Future Is Synthetic: How AI is Creating Art, Music, Code, and Reality

The Future Is Synthetic: How AI is Creating Art, Music, Code, and Reality

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6 min read
Machine Learning Fundamentals: cross validation

Machine Learning Fundamentals: cross validation

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6 min read
Machine Learning Fundamentals: confusion matrix with python

Machine Learning Fundamentals: confusion matrix with python

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6 min read
The Most Powerful Free AI Models in 2025 — What Developers Can Build with Them (and How to Get Started)

The Most Powerful Free AI Models in 2025 — What Developers Can Build with Them (and How to Get Started)

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6 min read
From Research to Production: How I Built a Customer Churn Prediction API That Actually Works

From Research to Production: How I Built a Customer Churn Prediction API That Actually Works

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5 min read
Machine Learning Fundamentals: data preprocessing tutorial

Machine Learning Fundamentals: data preprocessing tutorial

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6 min read
Machine Learning Fundamentals: data preprocessing project

Machine Learning Fundamentals: data preprocessing project

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5 min read
Unlocking the untapped potential of machine learning on FPGAs with DevOps

Unlocking the untapped potential of machine learning on FPGAs with DevOps

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4 min read
Machine Learning Fundamentals: data preprocessing example

Machine Learning Fundamentals: data preprocessing example

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5 min read
Hypothesis Testing in Data Science – A Beginner’s Guide

Hypothesis Testing in Data Science – A Beginner’s Guide

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1 min read
Unlocking Scalability: A Deep Dive into Mixture of Experts (MoE) for Modern LLMs

Unlocking Scalability: A Deep Dive into Mixture of Experts (MoE) for Modern LLMs

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14 min read
Simulating a United Nations Session with CAMEL Multi-Agent Systems

Simulating a United Nations Session with CAMEL Multi-Agent Systems

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24 min read
Grants to Investments Part 1: The Data

Grants to Investments Part 1: The Data

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2 min read
AI Frontiers: Advances in Efficient, Robust, and Universal Machine Learning – Synthesizing Key Themes from August 2025 a

AI Frontiers: Advances in Efficient, Robust, and Universal Machine Learning – Synthesizing Key Themes from August 2025 a

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8 min read
Solving cold start in AWS Lambda with intelligent distributed Cache

Solving cold start in AWS Lambda with intelligent distributed Cache

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4 min read
Aristóteles e a Lógica Formal: Ontologias, Inferência e o Raciocínio das Máquinas

Aristóteles e a Lógica Formal: Ontologias, Inferência e o Raciocínio das Máquinas

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8 min read
Battle of the LLMs – How the Rise of DeepSeek Changes the Competitive Landscape

Battle of the LLMs – How the Rise of DeepSeek Changes the Competitive Landscape

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5 min read
Machine Learning Fundamentals: confusion matrix project

Machine Learning Fundamentals: confusion matrix project

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6 min read
How I Built a Self-Improving AI Agent That Evolves Its Own Mind

How I Built a Self-Improving AI Agent That Evolves Its Own Mind

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2 min read
AI Startup- Catalyst Program

AI Startup- Catalyst Program

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1 min read
Machine Learning Fundamentals: confusion matrix tutorial

Machine Learning Fundamentals: confusion matrix tutorial

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6 min read
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