#
Highlights
- Pro
Lists (7)
Starred repositories
Fast and customizable vulnerability scanner based on simple YAML based DSL.
A curated list of VULNERABLE APPS and SYSTEMS which can be used as PENETRATION TESTING PRACTICE LAB.
This repo contains documents of the OPEA project
Building ETL Pipelines with Python
Build and share delightful machine learning apps, all in Python. ๐ Star to support our work!
Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)
Kickstart your MLOps initiative with a flexible, robust, and productive Python package.
LLM Zoomcamp - a free online course about building a Q&A system
๐ฆ ML Experiments and Data Management with Git
Prompty makes it easy to create, manage, debug, and evaluate LLM prompts for your AI applications. Prompty is an asset class and format for LLM prompts designed to enhance observability, understandโฆ
Labs and exercises to help you learn Kubernetes.
This sample shows how to create two Azure Container Apps that use OpenAI, LangChain, ChromaDB, and Chainlit using Terraform.
The easiest, and most secure way to access and protect all of your infrastructure.
An open-source data logging library for machine learning models and data pipelines. ๐ Provides visibility into data quality & model performance over time. ๐ก๏ธ Supports privacy-preserving data collecโฆ
Building Smart Home Automation Solutions with Home Assistant, published by Packt
Langflow is a low-code app builder for RAG and multi-agent AI applications. Itโs Python-based and agnostic to any model, API, or database.
MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integrates into your development and CI/CD environment and automateโฆ
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow
๐ A ranked list of awesome machine learning Python libraries. Updated weekly.
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"
๐ฆ ๐๐ฒ๐ฎ๐ฟ๐ป about ๐๐๐ ๐, ๐๐๐ ๐ข๐ฝ๐, and ๐๐ฒ๐ฐ๐๐ผ๐ฟ ๐๐๐ for free by designing, training, and deploying a real-time financial advisor LLM system ~ ๐ด๐ฐ๐ถ๐ณ๐ค๐ฆ ๐ค๐ฐ๐ฅ๐ฆ + ๐ท๐ช๐ฅ๐ฆ๐ฐ & ๐ณ๐ฆ๐ข๐ฅ๐ช๐ฏ๐จ ๐ฎ๐ข๐ต๐ฆ๐ณ๐ช๐ข๐ญ๐ด
Cookie cutter template for Azure ML related projects
A python library to send data to Arize AI!
This is a capstone project associated with MLOps Zoomcamp. The end goal of the project is to build an end-to-end machine learning project containing feature engineering, training, validation, trackโฆ
A project to deploy an online app that predicts the win probability for each NBA game every day. Demonstrates end-to-end Machine Learning deployment.
