Vadim Patsalo's repositories
databricks-sdk-py
Databricks SDK for Python (Beta)
asl-ml-immersion
This repos contains notebooks for the Advanced Solutions Lab: ML Immersion
azure-search-openai-demo
A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure Cognitive Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.
brickster
Databricks integration and support for R & RStudio
containers
Sample base images for Databricks Container Services
mlflow
Open source platform for the machine learning lifecycle
CICD_template
A template for ci/cd development
databricks-gpu-serving-examples
Databricks GPU Model Serving Example Scripts
db-mlflow-foundational-training
Foundational Training on MlFlow and Data Science on Databricks.
dbldatagen
Generate relevant data quickly for your projects. The Databricks data generator can be used to generate large simulated / synthetic data sets for test, POCs, and other uses in Databricks environments including in Delta Live Tables pipelines
delta
An open-source storage framework that enables building a Lakehouse architecture with compute engines including Spark, PrestoDB, Flink, Trino, and Hive and APIs
lakehouse-tacklebox
This repo is a collection of tools to deploy, manage and operate a Databricks based Lakehouse.
ml-in-production-english-databricks
Machine Learning in Production
pyspark-ai
English SDK for Apache Spark
pyspark-data-sources
Custom PySpark Data Sources
serverless-ml-course
Serverless Machine Learning Course for building AI-enabled Prediction Services from models and features
spark
Apache Spark - A unified analytics engine for large-scale data processing
spark-expectations
A Python Library to support running data quality rules while the spark job is running⚡
terraform-databricks-lakehouse-blueprints
Set of Terraform automation templates and quickstart demos to jumpstart the design of a Lakehouse on Databricks. This project has incorporated best practices across the industries we work with to deliver composable modules to build a workspace to comply with the highest platform security and governance standards.
terraform-provider-databricks
Databricks Terraform Provider
website
Delta Lake Website