davidyakobovitch / data_science_standards
Data Science Standards - Framework to Productionize Projects throughout the Data Science and Production Solution Lifecycle
β43Updated 2 years ago
Alternatives and similar repositories for data_science_standards:
Users that are interested in data_science_standards are comparing it to the libraries listed below
- π Data Science Resources, Data Science Standards & Machine Learning Pipelinesβ159Updated 2 years ago
- O'Reilly Katacodaβ56Updated 2 years ago
- β61Updated 10 months ago
- This repository is to host template for calculating ROI on Artificial Intelligence projectsβ44Updated 5 years ago
- β33Updated 2 years ago
- Example project for the course "Testing & Monitoring Machine Learning Model Deployments"β134Updated last year
- Tutorial given at PyData LA 2018β97Updated 7 months ago
- A short workshop on datascience pipelines using mlflow and airflowβ53Updated last year
- π§ͺ Simple data science experimentation & tracking with jupyter, papermill, and mlflow.β180Updated 8 months ago
- A short tutorial for data scientists on how to write tests for code + data.β119Updated 4 years ago
- Jupyter Notebooks and other material from tutorial sessions on Machine Learning, Data Science, and relatedβ56Updated 3 years ago
- Python data science and machine learning from Ted Petrou with Dunder Dataβ54Updated 2 years ago
- β75Updated last year
- Deep Learning Workshop for Data Science Go Virtual Event Summer 2020β36Updated 2 years ago
- π Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.β145Updated 11 months ago
- Applied Machine Learning with Pythonβ78Updated 11 months ago
- Tutorial covering a new workflow available going from pandas to scikit-learnβ40Updated 2 years ago
- Capturing model drift and handling its response - Example webinarβ107Updated 5 years ago
- β11Updated 6 months ago
- β40Updated 7 years ago
- Added repo for PyData LA 2018 tutorialβ88Updated 6 years ago
- A starter template for Equinor data science / data engineering projectsβ216Updated last year
- Python script to pull machine learning flashcards from Chris Albon's twitter feedβ78Updated 5 years ago
- Real data science interview assignmentsβ94Updated 4 years ago
- β43Updated 2 years ago
- Collection of Data Science Challenges designed by different companies during Hackatons, Events, etc...β28Updated 4 years ago
- Build tensorflow keras model pipelines in a single line of code. Now with mlflow tracking. Created by Ram Seshadri. Collaborators welcomeβ¦β121Updated 10 months ago
- Experimenting with and teaching probabilistic programmingβ103Updated 2 years ago
- Code for my blogs on Data Engineeringβ15Updated 4 years ago
- Place for collecting great projects/capstones from previous springboard students.β51Updated 3 years ago