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amazon-sagemaker-examples

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

apple-createml-automl-recipes

Some recipes around Apple CreateML

auto-py-to-exe

Converts .py to .exe using a simple graphical interface

awslambda

AWS Lambda

boston_housing_pickle

An example repo that pickles out a sklearn model

certified-kubernetes-administrator-course

Certified Kubernetes Administrator - CKA Course

chatgpt

Lightweight package for interacting with ChatGPT's API by OpenAI. Uses reverse engineered official API.

chatgpt-prompt-engineering-for-developers

🚀 Learn prompt engineering with LLMs and build powerful applications. Free course brought to you by DeepLearning.AI and OpenAI. --- *Disclaimer: Course content may be updated as the field progresses.*

coursera-mlops-aws-c3-step-functions

Step Functions Lab

data-science-on-aws

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

dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

docs

TensorFlow documentation

exploratory-data-analysis

EDA ideas

flask-hello-coursera

Hello world Flask app for a Coursera Course: Cloud Computing for Data.

gcp-flask-ml-deploy

This is a project to auto-deploy with an ML payload

generative-ai-for-beginners

18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

github-actions-demo

This is a repo for building out Github Actions and Tricks

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

huggingface-azure-acr

packaging for Azure and HuggingFace

huggingface-ghcr

MLOps packaging: build and push to GitHub Container Registry

huggingface-onnx

Example notebook to work with ONNX using Hugging Face libraries

immobilienscout24.de-crawler

Crawl all listings for flats and houses (rent and sale) on the German real estate website immobilienscout24.de

introduction-nlp

HanLP作者的新书《自然语言处理入门》详细笔记！业界良心之作，书中不是枯燥无味的公式罗列，而是用白话阐述的通俗易懂的算法模型。从基本概念出发，逐步介绍中文分词、词性标注、命名实体识别、信息抽取、文本聚类、文本分类、句法分析这几个热门问题的算法原理与工程实现。

kubernetes-devops-security

marco-polo-cli

A simple Marco Polo command-line tool

ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

mlflow-demo

Sample MLFlow projects

mlflow-example

This repository provides an example of dataset preprocessing, GBRT (Gradient Boosted Regression Tree) model training and evaluation, model tuning and finally model serving (REST API) in a containerized environment using MLflow tracking, projects and models modules.

mlops-template

mlops template

mlopsdemo

Demo for MLOps