David Zhao's repositories

LCA_plotter

Additional functionalities for LCA modeling

Data_for_raincloud_plot

This is the cleaned version of the demo data for making the raincloud plot

amazon-sagemaker-drift-detection

This sample demonstrates how to setup an Amazon SageMaker MLOps end-to-end pipeline for Drift detection

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applied-ml

📚 Curated papers, articles & videos on data science & machine learning applied in production, with results.

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Data-analysis-of-Nativism-project

This is the whole process of analysis in the Nativism project

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Data_product_pipeline

A sample pipeline for data analysis and insight communication

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DavidykZhao.github.io

:sparkles: Build a beautiful and simple website in literally minutes. Demo at http://deanattali.com/beautiful-jekyll

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deploy-streamlit-on-fargate-with-aws-cdk

This repo will teach you how to deploy an ML-powered web app to AWS Fargate from start to finish using Streamlit and AWS CDK

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fastai-extensions-repository

A list of extensions for the fastai library.

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fastbook

Draft of the fastai book

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gitignore

A collection of useful .gitignore templates

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knowledge-repo

A next-generation curated knowledge sharing platform for data scientists and other technical professions.

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mlflow

Open source platform for the machine learning lifecycle

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ninja-theme

A xaringan / remark js ninja theme

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reveal.js

The HTML Presentation Framework

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test_package

Test building package by using nbdev

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Toxic_comment_data_sample

For the google colab reproducible use

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tweet-conf-dash

A shiny twitter conference dashboard

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