Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supportin…

Dask tutorial

This repository started out as a learning in public project for myself and has now become a structured learning map for many in the community. We have 3 years under our belt covering all things Dev…

An end-to-end example of MLOps on Google Cloud using TensorFlow, TFX, and Vertex AI

A repository of examples for Elyra (https://github.com/elyra-ai/elyra)

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

Build 12 Data Apps in Python with Streamlit

Cracking the Coding Interview in Python 3. The solutions all have detailed explanations with visuals.

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker

📝 An awesome Data Science repository to learn and apply for real world problems.