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Databricks Industry Solutions's Projects

adverse-drug-events icon 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

als-recommender icon als-recommender

Products We Think You Might Like: Generating Personalized Recommendations Using Matrix Factorization

auto-data-linkage icon 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.

car-classification icon 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.

causal-incentive icon causal-incentive

Accelerator for customer incentive investment using causal inference techniques

chf-care-quality icon chf-care-quality

Calculating quality metrics for congestive heart failure, including MS-DRGs creation

churn icon 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.

clickstream-analytics icon clickstream-analytics

Clickstream Analytics [Blog] https://www.databricks.com/blog/2023/03/21/using-real-time-propensity-estimation-drive-online-sales.html

customer-er icon customer-er

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

customer-lifetime-value icon 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

cv-quality-inspection icon cv-quality-inspection

Product Quality Inspection of Printed Circuit Board (PCB) using Computer Vision and Real-time Serverless Inference

digital-pathology icon digital-pathology

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.

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