#Machine Learning

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Brain Dump2 days ago
Understanding GPT-3: From Embeddings to Predictions | Transformer

Understanding how GPT-3 works gives us a glimpse into the cutting-edge technology shaping how we interact with the world.From powering chatbots and virtual assi

6 min read·General
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Prashant Basnet4 days ago
What is GPT ? Transformer | Machine Learning Model

What GPT-3 Means: GPT means generative pre-trained transformer, 3 means 3rd generation.Generative: Means bot that can generate new text.Pre-trained: Pre-trained

3 min read·General
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Prashant BasnetNov 5, 2024
The Building Blocks of Computer Vision: CNN Architecture 101

How We See Things: The Brain's Pattern Recognition Game?Have you ever looked at clouds and seen shapes in them? Or perhaps you've encountered those fascinating

7 min read·General
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Prashant BasnetSep 23, 2024
The Battle of Activation Functions. Neural Network 101. Chapter 3

Focusing on the mathematical foundations of neural network activation functions. We'll start with simple rules Transformations on functions, then explore odd, e

6 min read·General
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Prashant BasnetSep 23, 2024
Tensors and TensorFlow 101

Tensors:Definition:A tensor is a mathematical object that describes linear relations between vectors, scalars & other tensors.They can be thought of multidi

3 min read·General
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Prashant BasnetSep 23, 2024
Linear Transformations & Their Applications in Machine Learning

Linear Transformation:A function that takes a vector as input and produces another vector as an output, while preserving vector addition & scalar multiplica

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Brain DumpSep 16, 2024
What is Feature Scaling? Why is it crucial for Machine Learning?

This is note is Machine Learning 101. Explanation on feature scaling. Let's see a story from a school. Imagine you're comparing different aspects of your class

5 min read·General
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Kira RanaMar 3, 2024
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1 min read·General