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amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

amazon-sagemaker-from-idea-to-production

amazon-sagemaker-mlops-template-with-aws-lambda-deployment

auto-gpt

An experimental open-source attempt to make GPT-4 fully autonomous.

awesome-mlops

A curated list of references for MLOps

aws-ci-cd-projects

chatgpt-api-basics

chatgpt-retrieval-plugin

The ChatGPT Retrieval Plugin lets you easily search and find personal or work documents by asking questions in everyday language.

chicken-disease-classification-projects

d-one-mlops

Repository with sample code and instructions for creating a complete MLOps training pipeline.

d-one-mlops-aws

Repository for the D ONE MLOps AWS BlogPost

datasciencecoursera

for Data Science class on Coursera

deep-reinforcement-learning-for-automated-stock-trading-ensemble-strategy-icaif-2020

Deep Reinforcement Learning for Automated Stock Trading: An Ensemble Strategy. ICAIF 2020. Please star.

deploying-machine-learning-models

Code for the online course "Deployment of Machine Learning Models"

dmls-book

Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)

dtu_mlops

Exercises and supplementary material for the machine learning operations course at DTU.

ezibpy

ezIBpy, a Pythonic Client for Interactive Brokers API

headless-ib-gateway-installation-ubuntu-server

Interactive Brokers: Headless IB Gateway Installation using IBController on Ubuntu Server

ib-controller

Automation of Interactive Brokers TWS. You can download the latest release here: https://github.com/ib-controller/ib-controller/releases/latest

ib-gateway-docker

Docker image with IB Gateway and IBC

ib-gateway-docker-no-vnc

lightweight interactive brokers gateway docker

ibeam

IBeam is an authentication and maintenance tool used for the Interactive Brokers Client Portal Web API Gateway.

ibkr-docker

Run IBKR Gateway/TWS in a Docker container

interactive-broker-python-api

A python packaged used to interact with the Interactive Brokers REST API.

machine-learning-engineering-for-production-public

Public repo for DeepLearning.AI MLEP Specialization

machine-learning-interview-enlightener

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

mafn-bootcamp-2023

mlops-course

Learn how to design, develop, deploy and maintain an end-to-end ML application at scale.

mlops-with-aws-datascientists

mlops-zoomcamp

Free MLOps course from DataTalks.Club