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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-safe-deployment-pipeline

Safe blue/green deployment of Amazon SageMaker endpoints using AWS CodePipeline, CodeBuild and CodeDeploy.

aws-model-build-example

aws-model-deploy-example

azure_codes

azuremachinelearningstudio-rcodes

Codes for custom R scripts for use in Azure Machine Learning Studio

bank-customer-marketing

This repository contains an example done for the bank marketing data set contained on the UCI machine learning data repository

boston-housing-udacity

Predicting Boston house pricing with supervised machine learning techniques.

classifying-dog-breeds-cw

Machine Learning Engineer Nanodegree Project Documentation

classifying-donors-udacity

Predicting charity donor probability.

cw-robot-deploy

data-structures-and-algorithms

Data Structures and Algorithms in Python

deep-ar-mlops-project

This repo automates training of a Deep-AR algorithm using a Sagemaker pipeline.

deep-ar-mlops-project-2

deep-ar-mlops-project-deploy

This repository contains code for an AWS-based pipeline that automates the creation and deployment of infrastructure necessary to run a Lambda function.

electric-weather

Full cycle Machine Learning and DevOps project.

fictional-robot

fictional-robot

food-ingredients-for-good

interpretable-regression-example

This repository is an example of the RuleFit algorithm from the linked paper on a few regression problems.

markdown-styleguide

Formatting standards for readable & consistent Markdown

mba

medium-blog-code

ml-product-proposal

AI product proposal and presentation for an Opioid dose prediction model. Details plans for hiring team members, development, testing, deployment and testing. (Udacity AI Product Manager program project)

my-pipeline

ohio-opioid-analysis-database

Creates a relational database for direct analysis of opioid prescriptions and distribution in the state of Ohio using various data sources.

pca-dimension-reduce-udacity

Reducing dimension and examining principal components analysis to segment customers.

predicting-tube-assembly-prices-cw

A machine learning model to predict the price of assembled tube products based on price and characteristics of individual tube components. (Udacity Machine Learning Engineer Nanodegree Project)

rulefit

Python implementation of the rulefit algorithm

sagemaker-custom-model

Deploy your pretrained model on AWS SageMaker

sparkify-data-engineering

This project utilizes an ETL process of moving data files from Amazon S3 storage to a staging area in Redshift, transforming the data, and loading the data into a designed relational data model meant for easy, ad-hoc analysis of data.