In this course navigates through the LLMOps pipeline, enabling you to preprocess training data for supervised fine-tuning and deploy custom Large Language Models (LLMs).
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Updated
Feb 13, 2024 - Jupyter Notebook
In this course navigates through the LLMOps pipeline, enabling you to preprocess training data for supervised fine-tuning and deploy custom Large Language Models (LLMs).
Using DVC for Data Versioning
Obtain data versioning tag using ML models
Testing and implementations with ClearML
Advanced Machine Learning Regression: Predicting Car Prices
DVC + MLflow for data monitoring and ML lifecycle management
practice about data_version_control(DVC)
Articles, tutorials, and tools about creating scalable and sustainable ML/DL systems.
Project with tabular data versioned with Artifacts.
following best practices to productionize an ML project
Learning data and model versioning with ClearML while cleaning and modeling happiness by country with a Kaggle dataset
Repository for evaluating the different approaches to data versioning
Verta ai ModelDB on AWS Cloud with integration into Amazon SageMaker for ML training data versioning and experiment tracking
Deploying a Machine Learning Model on Heroku with FastAPI using CI/CD tools as GitHub Actions and Heroku Automatic Deployment.
The provided demo project demonstrates the practical implementation and advantages of using DVC. It showcases how DVC simplifies data versioning and model versioning while working in tandem with Git to create a cohesive version control system tailored for data science projects.
Newron is a data-centric ML platform to easily build, manage, deploy and continuously improve models through data driven development.
Python Data as Code core implementation
Deprecated. See https://github.com/datopian/ckanext-versions. ⏰ CKAN extension providing data versioning (metadata and files) based on git and github.
A JSON-based format for working with machine learning data, with a focus on data interoperability.
Add a description, image, and links to the data-versioning topic page so that developers can more easily learn about it.
To associate your repository with the data-versioning topic, visit your repo's landing page and select "manage topics."