Databricks Industry Solutions's Projects
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
Products We Think You Might Like: Generating Personalized Recommendations Using Matrix Factorization
AML Solutions at Scale Using Databricks Lakehouse Platform
HEDIS Score Solution Accelerator with Apollomed
Low effort linking and easy de-duplication. Databricks ARC provides a simple, automated, lakehouse integrated entity resolution solution for intra and inter data linking.
Identifying Campaign Effectiveness For Forecasting Foot Traffic
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.
Accelerator for customer incentive investment using causal inference techniques
Calculating quality metrics for congestive heart failure, including MS-DRGs creation
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.
Clickstream Analytics [Blog] https://www.databricks.com/blog/2023/03/21/using-real-time-propensity-estimation-drive-online-sales.html
Enabling Computer Vision Applications With the Data Lakehouse
Fault detection streaming pipeline for electric utilities
Time series knowledge graphs for cybersecurity
In this solution accelerator, we demonstrate how generative AI, retrieval augmented generation (RAG) and multi stage reasoning can be used to better navigate through the complexities of regulatory filings, bringing more transparency for companies to disclose their societal and environmental impacts.
Translating text attributes (like name, address, phone number) into quantifiable numerical representations Training ML models to determine if these numerical labels form a match Scoring the confidence of each match
Ingest sample retail data, build visualizations to explore past purchase behavior and use machine learning to predict the likelihood of future purchases
Product Quality Inspection of Printed Circuit Board (PCB) using Computer Vision and Real-time Serverless Inference
Machine learning notebooks using cybersecurity data
Forking for internal development
Help augment diagnostic workflows with this Databricks Solution Accelerator for pathology image analysis. Now you can rapidly process thousands of whole slide images in minutes and use machine learning to automate the detection of metastasis.