Learning

Personal reading list of non-fiction books

I love reading and I read as much as I can. Here I list some of non-fiction books that I have read or that I am currently reading. Books I am currently reading Fundamentals of Data Engineering by Joe Reis and Matt Housley. Continuous Discovery Habits: Discover Products that Create Customer Value and Business Value by Teresa Torres. Nexus: A Brief History of Information Networks from the Stone Age to AI by Yuval Noah Harari.

Monday, November 4, 2024 Read

MLOps Zoomcamp

I recently enrolled in the MLOps zoomcamp for the 2024 cohort. On this page, I’ll be documenting my progress and developments throughout the course. You can find my solutions to the course homework in my GitHub repository. Module 1 - Introduction The first module of the course covered the following topics: Introduction to MLOps and why do we need it. Environment setup using GitHub code spaces or a Virtual Machine (VM) in AWS.

Monday, July 8, 2024 Read

LLM Zoomcamp

I recently enrolled in the LLM zoomcamp for the 2024 cohort. On this page, I’ll be documenting my progress and developments throughout the course. You can find my solutions to the course homework in my GitHub repository. Module 1 - Introduction The first module of the LLM zoomcamp introduced what an LLM (Large Language Model) and RAG (Retrievel Augmented Generation) are and how to implement a simple RAG pipeline to answer questions about the FAQ documents from the Zoomcamp courses.

Saturday, June 29, 2024 Read