Discover khuyentran1401/mlops-kestra-workflow Open Source project

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Created 8 months ago
Updated 8 months ago

khuyentran1401

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Demo on an automated model training workflows triggered by S3

Data-science

Collection of useful data science topics along with articles, videos, and code

Jupyter Notebook

4,031

Efficient_Python_tricks_and_tools_for_data_scientists

Efficient Python Tricks and Tools for Data Scientists

Jupyter Notebook

1,422

data-science-template

Template for a data science project

Python

683

awesome-Python-data-science-books

Probably the best curated list of data science books in Python

393

machine-learning-articles

List of interesting articles on different topics of machine learning and deep learning

HTML

163

reproducible-data-science

Tutorials on creating a reproducible and maintainable data science project

Jupyter Notebook

136

rich-dataframe

Create animated and pretty Pandas Dataframe

Python

117

cicd-mlops-demo

Demo for CI/CD in a machine learning project

Python

Machine-learning-pipeline

Example machine learning pipeline with MLflow and Hydra

Python

top-github-scraper

Scape top GitHub repositories and users based on keywords

HTML

Python-data-science-code-snippet

Useful data science and Python code snippets at Data Science Simplified

Jupyter Notebook

khuyentran1401

prefect2-mlops-demo

Demo on how to use Prefect 2 in an ML project

Python

employee-future-prediction

Demo for Using GitHub Actions in MLOps

Jupyter Notebook

prefect-mlops-recipes

Tutorials/use cases of using Prefect in an ML project.

hydra-demo

Python

analyze_github_feed

Create a local dashboard to visualize and filter your GitHub feed

Python

prefect-docker

Demo on how to use Prefect with Docker

Python

prefect-dvc

Python

python_snippet

Python and data science snippets on the command line

Python

Task-scheduler-problem

Jupyter Notebook

detect-data-drift-pipeline

A pipeline to detect data drift and retrain the model when there is drift

Python

hydra_demo

Demo of Hydra

Python

dog_classifier

A simple app to classify dogs using fastai and streamlit.

Jupyter Notebook

same-stats-different-graphs

Create datasets with different graphs but the same statistics

Python

kedro_demo

A demo of a data science project using Kedro

Python

Numerical-Optimization-Machine-learning

Jupyter Notebook

Applied-Integer-Programming-with-Python

Jupyter Notebook

prefect-alert

A decorator that sends alert when a Prefect flow fails

Python

linear-programming-with-PuLP

Jupyter Notebook

Voronoi-diagram

Implementation of voronoi diagram with incremental algorithm

Jupyter Notebook

iris-prefect

Python

aboutKhuyen

Website showing some of my accomplishments

kdtree-implementation

Python

prefect-course

Python

Data-science-videos

Videos for Data Science Simplified YouTube Channel

Jupyter Notebook

Extract-text-from-article

Jupyter Notebook

dagshub-demo

Demo of DagsHub

Jupyter Notebook

strip_interactive

Strip and execute interactive Python string in a Python script

Python

Web-Scrapping-Wikipedia

Jupyter Notebook

Speed-Dating

Explore the factors that make a yes/no in a fast dating setup

Python

dbt-demo

Demo for dbt

dataset

Cython

HTML

atoti_project

An example data science project using atoti

Author-Profiling

animated_bar_chart

google_trend

deploy_atoti

test-gpt-commit

refactor_function

5 Steps to Transform Messy Functions into Production-Ready Code

Python

Suicide-rates

Jupyter Notebook

MNIST-gradient-descent

Implementation of gradient descent from scratch with binary cross entrophy loss

Jupyter Notebook

nyc_property_sales

Jupyter Notebook

creative-developer-blog

SCSS

github_analysis

Analyze top users on Github

world-population-prediction

Simple prediction of world population using Linear Regression

Jupyter Notebook

code_image_to_text

Python

Web-scrape-Ghibli-Movie-Database

Jupyter Notebook

my-ds

Python

talk_demos

Collections of code for meetups and conferences

Python

dbt-mage

Python

EPS-Y

Jupyter Notebook

Game-of-Thrones-And-Graph

https://towardsdatascience.com/how-to-visualize-social-network-with-graph-theory-4b2dc0c8a99f

Jupyter Notebook

visualize_github

Jupyter Notebook

pandas-processors

Python

Computational-Geometry

Jupyter Notebook

KNN-and-Bayes-Classifier

The implementation and comparison of Optimal Bayes with symmetric loss and KNN Classifier

Python

Time-Python-Objects

Jupyter Notebook

analyze-happiness-report

Jupyter Notebook

predict-heart-disease

Jupyter Notebook

Non-negative-least-squares

Jupyter Notebook

Recursion-examples

Jupyter Notebook

voyce

Python

Web-scrapping

In this repository, I use Beautiful Soup to extract data from websites to gain insights for further analysis

Jupyter Notebook

Union-algorithms

Jupyter Notebook

pretty-text

A package to create pretty text in 1 command line

Python

Ghibli-scrape-analysis

Flask

python-project

article-analysis

zenml_example

An end-to-end project using ZenML

customed-nitpick

Customized configurations for nitpick

Sample_datapane_script

This repo shows how to use Datapane create a simple script to see the rank of the authors or publications with respect to publishing frequency

Jupyter Notebook

gapminder

Jupyter Notebook

khuyentran1401/mlops-kestra-workflow

khuyentran1401

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