Blogs
Thoughts, insights, and research on machine learning and AI.
A Primer on Large Language Models (LLMs)
Large Language Models (LLMs) are a class of neural networks designed to understand and generate human-like text. Built on the Transformer architecture, they’re trained on massive corpora and have revolutionized natural language processing.
1. Transformer Foundations
- Self-Attention lets the model weigh the importance of different words when encoding a …
Introduction to Machine Learning
Machine Learning (ML) is a field of artificial intelligence that gives computers the ability to learn from data without being explicitly programmed. Instead of writing step-by-step instructions, we provide algorithms with data and let them find patterns.
1. Types of Machine Learning
- Supervised Learning: Models learn from labeled examples (e …
Welcome to My Blog
Hello, world! This is my very first blog post, powered by Pelican and hosted on AWS Amplify. Stay tuned!
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