Claire Yan's repositories
deploy-web-app-using-cloudformation
Deploy web servers for a highly available web app using AWS CloudFormation.
disaster-response-pipeline
A web app implementing a machine learning pipeline to categorize message that were sent during disaster events, so that they can be forward to an appropriate disaster relief agency.
gitops-pipeline-kubernetes-eks
GitOps project with an end-to-end CI/CD pipeline for Kubernetes application. Use blue/green deployment strategy to deploy to Amazon EKS Cluster.
ml-microservice-kubernetes
Operationalize a Machine Learning micro-service API that serves out predictions about housing prices. Deploy to local cluster using Kubernetes.
recommendations-with-IBM
Analyze the interactions that users have with articles on the IBM Watson Studio platform, and make recommendations to them about new articles they might like.
sparkify
Use Spark to process user activity logs of a 2-month duration and build classification models to predict churned users with Spark’s MLlib.
aws-docker
An AWS Docker project for testing.
baidu-post-img-spider
Python spider for achieving images in Baidu posts.
cpp-http-server
A simple C++ server built with cpp-httplib.
decklink-capturestills
Some tests of a sample program from Blackmagic DeckLink SDK 11.5.
decklink-snapshot-creator
A stand-alone server which accepts requests to create snapshots of video stream captured by DeckLink devices.
DSND_Term1
Contains files related to content and project of DSND
DSND_Term2
Contains files related to content and project of DSND Term 2
finding-donors-for-charityml
A supervised binary classification model that predicts individuals’ income, in order to help non-profit organizations decide whether they should reach out to the individual for donation.
hgm-crawler
A little web crawler for HGM
identify-customers-segments
Use unsupervised learning to identify facets of the population in Germany that are most likely to be purchasers of their products for a mail-out campaign.
image-classifier-for-flowers
An image classifier command line program built with PyTorch, including options to create the best model as well as running prediction with existing models.
jenkins-docker
Jenkins with docker and some CI/CD dependencies installed.
junior_spider
Code examples for junior spider devs
kotlin-examples
Various examples for Kotlin
nodeschool-workshoppers-solutions
Challenge Solutions for Workshoppers at @NodeSchool
patchwork
All the Git-it Workshop completers!
silviaclaire.github.io
a Jekyll blog
sql-scrapy-example
A simple scrapy example using python's sqlite3 library as database.
stackoverflow-survey
A data analysis project using 2017–2019 StackOverflow Developer Survey Results.
streamlit-example
Example Streamlit app that you can fork to test out share.streamlit.io
vscode-markdown-test
Sample scripts to test markdown-preview-enhanced extension in VS Code