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adb-essentials-demos

Azure Databricks essentials demos used in our webinars: https://databricks.com/p/webinar/azure-databricks-essentials-series

advanced-python-working-with-data-4312001

This is a repository for the LinkedIn Learning course Advanced Python: Working With Data

adverse-drug-events

To ensure ongoing drug safety, pharma companies need to monitor and report adverse drug events post-market launch. This accelerator extracts, processes and analyzes adverse drug events from real-world text data using NLP

alexxx-db

alexxx-db.github.io

anomalib

An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

apollomed-ncqa-hedis

HEDIS Score Solution Accelerator with Apollomed

auto-data-linkage

Low effort linking and easy de-duplication. Databricks ARC provides a simple, automated, lakehouse integrated entity resolution solution for intra and inter data linking.

autoenoder-anomaly-detection

Build an auto-encoder for anomaly detection, with distributed training and distributed inference

azure-databricks-mlops-mlflow

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

bundle-examples

Examples of Databricks Asset Bundles

car-classification

By applying transfer learning on pre-trained neural networks, we demonstrate how Databricks helps insurance companies kickstart their AI/Computer Vision journey towards claim assessment and damage estimation.

churn

Develop an understanding of how a customer lifetime should progress and examine where in that lifetime journey customers are likely to churn so you can effectively manage retention and reduce your churn rate.

cleanlab-improving-llms

cloud-lakehouse-labs

Databricks Cloud Lakehouse labs in a virtual or an in-person session

cluster-policy

Cluster Policy Management & Automation

cmv-commitee-rec-nlp

A Data Analytics Service (DAS) NLP solution for the Center for Minority Veterans council recommendations problem.

computer-vision-foundations

Enabling Computer Vision Applications With the Data Lakehouse

context-graph-analytics

Time series knowledge graphs for cybersecurity

creating-maps-with-r

Creating Maps with R

cs349d-site

customer-lifetime-value

Ingest sample retail data, build visualizations to explore past purchase behavior and use machine learning to predict the likelihood of future purchases

cybersecurity-ml-solacc

Machine learning notebooks using cybersecurity data

dais-2023

Data & AI Summit 2023 major announcements

dais-2024

Training/demo materials for DAIS 2024

dais2022-mlops-how-to-guide

Demo assets for DAIS 2022 'Databricks MLops a How-To Guide' Talk

daiwt-mlops

MLOps on the Databricks Lakehouse

databricks-azure-digital-twin

Azure Databricks + Azure Digital Twins

databricks-distributed-deep-learning

databricks-for-public-sector

Lakehouse for the Public Sector