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Welcome to Machines Learned – Your Guide to Everything Data Science

Haldun BucakSep 10, 2024
Hello world code
If you ever wanted to learn more about AI, you’ve likely encountered one of the biggest challenges of modern internet—Information pollution. Like every other trending topic, AI also suffers from it. While it is not hard to find information about AI, if you don’t have any experience or previous knowledge about the particular topic you want to learn, it can be difficult to identify bad explanations, poorly written tutorials, or outdated tech stacks.

Perceptrons Explained: An Introduction to Neural Networks

Haldun BucakOct 14, 2024
Perceptrons Explained: An Introduction to Neural Networks
Perceptrons are the foundational building blocks of neural networks. In this article, we explore how perceptrons work, their role in AI development, and their limitations. Understanding perceptrons is the first step toward mastering modern neural network technologies.

Recent Posts

Perceptrons Explained: An Introduction to Neural Networks

Haldun BucakOct 14, 2024
Perceptrons Explained: An Introduction to Neural Networks
Perceptrons are the foundational building blocks of neural networks. In this article, we explore how perceptrons work, their role in AI development, and their limitations. Understanding perceptrons is the first step toward mastering modern neural network technologies.

Understanding Gradient Descent: A Simple Guide to Machine Learning Optimization

Haldun BucakOct 1, 2024
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Gradient descent is a fundamental optimization algorithm in machine learning, driving techniques like neural networks. This article breaks down the concept, explains how it works, and explores key modifications like stochastic and mini-batch gradient descent. We also discuss challenges like choosing the right learning rate and avoiding local minima, with practical insights and Python examples.

What Is Machine Learning? Understanding the Basics Without the Jargon

Haldun BucakSep 23, 2024
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Machine Learning powers everything from social media algorithms to self-driving cars, but what exactly is it? In this article, we break down the basics of Machine Learning in simple terms, explore how it differs from Artificial Intelligence, and explain key concepts like supervised, unsupervised, and reinforcement learning—without the technical jargon.

Welcome to Machines Learned – Your Guide to Everything Data Science

Haldun BucakSep 10, 2024
Hello world code
If you ever wanted to learn more about AI, you’ve likely encountered one of the biggest challenges of modern internet—Information pollution. Like every other trending topic, AI also suffers from it. While it is not hard to find information about AI, if you don’t have any experience or previous knowledge about the particular topic you want to learn, it can be difficult to identify bad explanations, poorly written tutorials, or outdated tech stacks.