This is How Google Finally Fixed AI Images: The Secret Sauce Behind “Nano Banana”
Author(s): Sayan Chowdhury Originally published on Towards AI. This is How Google Finally Fixed AI Images: The Secret Sauce Behind “Nano Banana” If you’ve been on the internet in the last six months, you’ve seen them: those hyper-realistic 3D figurines of your …
ChatGPT Is Built With Millions of These (Sort of): Understanding the OG Perceptron
Author(s): Sayan Chowdhury Originally published on Towards AI. Understanding the OG Perceptron Neural networks look complex from the outside, but at their core they are built from one simple unit. This unit is called the perceptron. The OG 😀The article explains the …
Why making Bigger LLMs Won’t Lead to AGI And What We’re Missing
Author(s): Sayan Chowdhury Originally published on Towards AI. Why making Bigger LLMs Won’t Lead to AGI And What We’re Missing Every few months, a new AI model is released that feels smarter, faster, and more capable than the last. Chatbots can write …
All Linear Algebra Concepts You Need For Machine Learning: You’ll Actually Understand
Author(s): Sayan Chowdhury Originally published on Towards AI. Most people hear “linear algebra” and expect a wall of formulas. But in machine learning, you only need a small set of ideas, and every one of them has a real-world interpretation. This article …
Data Imputation in Machine Learning: A Practical, No-Nonsense Guide (ML Chapter -2, Module-2)
Author(s): Sayan Chowdhury Originally published on Towards AI. Missing data shows up everywhere: surveys, logs, sensors, medical records, finance datasets, you name it. And if you feed missing values directly into most ML models, they’ll crash or behave unpredictably. That’s why data …
Tensors in Machine Learning: The Clearest Explanation You’ll Ever Read (ML Chapter-1)
Author(s): Sayan Chowdhury Originally published on Towards AI. If you’ve ever opened a machine learning textbook or played with a deep-learning framework, you’ve seen the word tensor pop up everywhere. It sounds intimidating. It feels mathematical. And everyone seems to assume you …
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