RNNs vs Transformers: The Engineering Reality
A deep dive into the technical differences between RNNs and Transformers, with real code examples and engineering insights.
Blogs
A collection of my thoughts, technical guides, and professional journey insights.
Introduction to Vector
A gentle intro to what vectors are. The vectors we studied in our high school maths.
From House Prices to Transformers: A Developer's Guide
A comprehensive guide explaining the evolution from simple models to transformer architecture
Understanding Methods for Measuring Similarity Between Embeddings (With Simple Examples)
When we work with vector embeddings, we often need to measure how similar or different two vectors are. For this, we use mathematical methods that help compare them.
Understanding Magnitude and Direction (with Real-Life Examples)
A simple explaination of what magnitude and directions are in vector terms. Explaination with real example
Understanding Vector Databases and Their Components in Simple Terms
A simple explaination of what vector database really is and its uses with examples.
Vector Database and Embeddings: Key Points and Subpoints
A vector database is a specialized type of database designed to store and manage data in vectorized form. It is particularly useful for high-dimensional and complex data like text, images, audio, and video.