MLA Introduction
An introduction to the Machine Learning Associated (MLA) system design interview question.
Blogs
MLA Storage and Data Ingestion
An introduction to the Machine Learning Associated (MLA) storage and ingestion.
MLA Storage and Data Ingestion
An introduction to the Machine Learning Associated (MLA) storage and ingestion.
Sagemaker and Machine Learning Services
Sagemaker for machine learning.
Web API Design
Website backend API design,
One Hundred Thousand Whys for Machine Learning
Some basic questions for machine learning.
Database Caching System Design
Design User System - Database and cache
Ticket Master
A simple system design for a ticket master system.
Rag
RAG (Retrieval-Augmented Generation) Introduction There are three main mode for AI systems: Retrieval: The system retrieves relevant information from a database or knowledge base. Generation: The system generates new content based on the input it receives. Action: The system takes actions based on the input it receives. Like MCP, Agent, etc. Like Camel, the agent can interact with the environment and take actions based on the input it receives. The RAG is welled grounded by the time I write this article and it includes mainly the first two modes. ...
Large-scale machine learning
Large-scale machine learning design