Popular GitHub Repositories for Databricks

Simple and Distributed Machine Learning

Code examples and resources for DBRX, a large language model developed by Databricks

This repo provides a customizable stack for starting new ML projects on Databricks that follow production best-practices out of the box.

Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...

Notebooks and Code about Generative Ai, LLMs, MLOPS, NLP , CV and Graph databases

Azure Databricks MLOps sample for Python based source code using MLflow without using MLflow Project.

ML Ops Accelerator: Databricks & Azure Machine Learning Unification

GANs for Time series analysis (Synthetic data generation, anomaly detection and interpolation), Hypertuning using Optuna, MLFlow and Databricks

Gateway into the John Snow Labs Ecosystem

Books and Papers in Mathematics, Econometrics, Machine Learning, Finance etc for different levels that can be useful for Data Scientists, Developers and everyone whoo is interesting in STEM.

Collection of Machine Learning Examples for Azure Databricks

ESG-investment AI

Repository of notebooks and related collateral used in the Databricks Demo Hub, showing how to use Databricks, Delta Lake, MLflow, and more.

(117th place - Top 26%) Deep learning using Keras and Spark for the "Store Item Demand Forecasting" Kaggle competition.

Pipelines for generating large volumes of anonymous artificial data that share some of the characteristics of real NHS data

Prescriptive guidance for building, deploying, and monitoring machine learning models with Azure Databricks using containers in line with MLOps principles and practices.

A solution for on-demand training and serving of Machine Learning models, using Azure Databricks and MLflow

End-to-end MLOps Credit Default Project using DABs

End-to-end proof of concept showing core MLOps practices to develop, deploy and monitor a machine learning model for an employee retention workload using Databricks and Kubernetes on Microsoft Azure.

E2E MLOps with Databricks