Topic: databricks-industry-solutions Goto Github
Some thing interesting about databricks-industry-solutions
Some thing interesting about databricks-industry-solutions
databricks-industry-solutions,
Organization: databricks-industry-solutions
databricks-industry-solutions,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
Organization: databricks-industry-solutions
Home Page: https://www.databricks.com/solutions/accelerators/adverse-drug-event-detection
databricks-industry-solutions,Products We Think You Might Like: Generating Personalized Recommendations Using Matrix Factorization
Organization: databricks-industry-solutions
databricks-industry-solutions,Identifying Campaign Effectiveness For Forecasting Foot Traffic
Organization: databricks-industry-solutions
databricks-industry-solutions,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.
Organization: databricks-industry-solutions
Home Page: https://databricks-industry-solutions.github.io/car-classification/
databricks-industry-solutions,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.
Organization: databricks-industry-solutions
Home Page: https://www.databricks.com/solutions/accelerators/retention-management
databricks-industry-solutions,Enabling Computer Vision Applications With the Data Lakehouse
Organization: databricks-industry-solutions
databricks-industry-solutions,Time series knowledge graphs for cybersecurity
Organization: databricks-industry-solutions
databricks-industry-solutions,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
Organization: databricks-industry-solutions
Home Page: https://www.databricks.com/solutions/accelerators/customer-entity-resolution
databricks-industry-solutions,Ingest sample retail data, build visualizations to explore past purchase behavior and use machine learning to predict the likelihood of future purchases
Organization: databricks-industry-solutions
Home Page: https://www.databricks.com/solutions/accelerators/customer-lifetime-value
databricks-industry-solutions,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.
Organization: databricks-industry-solutions
Home Page: https://www.databricks.com/solutions/accelerators/digital-pathology
databricks-industry-solutions,Digital twins are created using data derived from sensors (often IoT or IIoT) that are attached to or embedded in the original object. This data provides both structural and operational views of what happens to the object in real time, allowing engineers to monitor systems and model systems dynamics.
Organization: databricks-industry-solutions
Home Page: https://www.databricks.com/solutions/accelerators/digital-twins
databricks-industry-solutions,Using Apache tika and tesseract to extact text from any document
Organization: databricks-industry-solutions
Home Page: https://databricks-industry-solutions.github.io/digitization-documents/
databricks-industry-solutions,Leverage the Databricks Solution Accelerator for DNS analytics to accelerate time to detection and response across petabytes of data. Tap into DNS traffic logs, enrich streaming threat intelligence, and apply advanced analytics to detect DNS abnormalities and prevent malicious attacks.
Organization: databricks-industry-solutions
Home Page: https://www.databricks.com/solutions/accelerators/threat-detection
databricks-industry-solutions,Deploying and Maintaining Models on the Edge in Manufacturing
Organization: databricks-industry-solutions
databricks-industry-solutions,In this solution, we offer a novel approach to sustainable finance by combining NLP techniques and news analytics to extract key strategic ESG initiatives and learn companies' commitments to corporate responsibility
Organization: databricks-industry-solutions
Home Page: https://databricks-industry-solutions.github.io/esg-scoring/
databricks-industry-solutions,Overall Equipment Effectiveness: Performant and Scalable End-to-End Equipment Monitoring
Organization: databricks-industry-solutions
Home Page: https://www.databricks.com/solutions/accelerators/overall-equipment-effectiveness
databricks-industry-solutions,Perform fine-grained forecasting at the store-item level in an efficient manner, leveraging the distributed computational power of the Databricks Lakehouse Platform.
Organization: databricks-industry-solutions
Home Page: https://www.databricks.com/solutions/accelerators/demand-forecasting
databricks-industry-solutions,Preempt fraud with rule-based patterns and select ML algorithms for reliable fraud detection. Use anomaly detection and fraud prediction to respond to bad actors rapidly.
Organization: databricks-industry-solutions
Home Page: https://www.databricks.com/solutions/accelerators/fraud-detection
databricks-industry-solutions,Use machine learning and the Databricks Lakehouse Platform for product matching that can be used by marketplaces and suppliers for various purposes. Resolve differences between product definitions and descriptions and determine which items are likely pairs and which are distinct across disparate data sets.
Organization: databricks-industry-solutions
Home Page: https://www.databricks.com/solutions/accelerators/product-matching-with-ml
databricks-industry-solutions, In this series of notebooks centered around geospatial analytics, we demonstrate how Lakehouse enables organizations to better understand customers behaviours, no longer based on who they are, but how they bank, no longer using a one-size-fits-all rule but a truly personalized AI
Organization: databricks-industry-solutions
Home Page: https://databricks-industry-solutions.github.io/geoscan-fraud/
databricks-industry-solutions,Genome-wide association studies identify genetic variations associated with a target disease or trait. Researchers and clinicians can use this information to better detect, treat and prevent chronic health conditions. This Solution Accelerator notebook builds on top of Glow
Organization: databricks-industry-solutions
Home Page: https://www.databricks.com/solutions/accelerators/genome-wide-association-studies
databricks-industry-solutions,Build a similarity-based image recommendation system for e-commerce that takes into account the visual similarity of items as an input for making product recommendations.
Organization: databricks-industry-solutions
Home Page: https://www.databricks.com/solutions/accelerators/recommendation-engines
databricks-industry-solutions,From FHIR ingestion to patient outcomes analysis
Organization: databricks-industry-solutions
databricks-industry-solutions,IOC matching for incident responders, threat hunters, detection engineers, and security engineers.
Organization: databricks-industry-solutions
databricks-industry-solutions,Building Patient Cohorts with NLP and Knowledge Graphs
Organization: databricks-industry-solutions
Home Page: https://www.databricks.com/blog/2022/09/30/building-patient-cohorts-nlp-and-knowledge-graphs.html
databricks-industry-solutions,Databricks and John Snow Labs Solution Accelerator for Medicare Risk Adjustment automates the extraction of undiagnosed member conditions from unstructured clinical notes with NLP models, improving downstream reimbursements.
Organization: databricks-industry-solutions
Home Page: https://www.databricks.com/solutions/accelerators/medicare-risk-adjustment
databricks-industry-solutions,This series of notebooks shows how the Lakehouse for Financial Services enables banks, open banking aggregators and payment processors to address the challenge of merchant classification
Organization: databricks-industry-solutions
Home Page: https://databricks-industry-solutions.github.io/merchant-classification/
databricks-industry-solutions,Connect the impact of marketing and your ad spend to sales. Efficiently pinpoint the impact of various revenue-generating marketing activities to understand what works best. Focus on the best-performing channels to optimize media mix and drive revenue.
Organization: databricks-industry-solutions
Home Page: https://www.databricks.com/solutions/accelerators/multi-touch-attribution
databricks-industry-solutions,Our joint Solution Accelerator with John Snow Labs automates the detection of sensitive information contained within unstructured data using NLP models for healthcare. Extracted data is stored within the Lakehouse, where teams can use the pre-trained models to easily remove, obfuscate or mask data for downstream analytics at massive scale.
Organization: databricks-industry-solutions
Home Page: https://www.databricks.com/solutions/accelerators/automated-phi-removal
databricks-industry-solutions,Unlocking the Power of Health Data With a Modern Data Lakehouse
Organization: databricks-industry-solutions
databricks-industry-solutions,This Solution Accelerator shows how OOS can be solved with real-time data and analytics by using the Databricks Lakehouse Platform to solve on-shelf availability in real time to increase retail sales. The accelerator can also be used for supply chain solutions.
Organization: databricks-industry-solutions
Home Page: https://www.databricks.com/solutions/accelerators/on-shelf-availability
databricks-industry-solutions,Generate oncology insights from real-world data using NLP. Once extracted, oncology data is enriched with useful information like ICD-10 codes and used to build powerful visualizations
Organization: databricks-industry-solutions
Home Page: https://www.databricks.com/solutions/accelerators/nlp-oncology
databricks-industry-solutions,Perform demand forecasting at the part level rather than the aggregate level to minimize disruptions in your supply chain and increase sales. Manage material shortages and predict overplanning
Organization: databricks-industry-solutions
Home Page: https://www.databricks.com/solutions/accelerators/demand-forecasting
databricks-industry-solutions,Get started with our Solution Accelerator to rapidly ingesting all data sources and types at scale, build highly scalable streaming data pipelines with Delta Live Tables to obtain a real-time view of operation, and leverage real-time insights to tackle your most pressing in-store information needs
Organization: databricks-industry-solutions
Home Page: https://www.databricks.com/solutions/accelerators/real-time-point-of-sale-analytics
databricks-industry-solutions,
Organization: databricks-industry-solutions
Home Page: https://databricks-industry-solutions.github.io/predicting-implied-volatility/
databricks-industry-solutions,Get started with our Solution Accelerator for Propensity Scoring to build effective propensity scoring pipelines that: Enable the persistence, discovery and sharing of features across various model training exercises Quickly generate models by leveraging industry best practices Track and analyze the various model iterations generated
Organization: databricks-industry-solutions
Home Page: https://www.databricks.com/solutions/accelerators/propensity-scoring
databricks-industry-solutions,Equity Beta Calculation and CAPM
Organization: databricks-industry-solutions
Home Page: https://databricks-industry-solutions.github.io/quant-beta-capm/
databricks-industry-solutions,From display to video, the value of an impression can only be realized if an ad is viewed by a user. Therefore, when using programmatic advertising to buy inventory, itβs important to take viewability into account. In this Solution Accelerator, learn how to predict ad viewability to optimize your real-time bidding strategy.
Organization: databricks-industry-solutions
Home Page: https://www.databricks.com/solutions/accelerators/real-time-bidding-optimization
databricks-industry-solutions,Get started with our Solution Accelerator for Scalable Route Generation to optimize delivery routes and increase profitability
Organization: databricks-industry-solutions
Home Page: https://www.databricks.com/solutions/accelerators/scalable-route-generation
databricks-industry-solutions,Create fine-grained and viable estimates of buffer stock for raw material, work-in-progress or finished goods inventory items that can be scaled across the supply chain. Free up working capital that would be tied up in inventory and reallocate to more productive uses.
Organization: databricks-industry-solutions
Home Page: https://www.databricks.com/solutions/accelerators/safety-stock
databricks-industry-solutions,Create advanced customer segments to drive better purchasing predictions based on behaviors. Using sales data, campaigns and promotions systems, this solution helps derive a number of features that capture the behavior of various households. Build useful customer clusters to target with different promos and offers.
Organization: databricks-industry-solutions
Home Page: https://www.databricks.com/solutions/accelerators/customer-segmentation
databricks-industry-solutions,Use Databricks to improve the Claims Management process for faster claims settlement, lower claims processing costs and quicker identification of possible fraud
Organization: databricks-industry-solutions
Home Page: https://www.databricks.com/blog/2023/04/03/claims-automation-databricks-lakehouse.html
databricks-industry-solutions,Burning Through Electronic Health Records in Real Time With Smolder
Organization: databricks-industry-solutions
databricks-industry-solutions,Using Delta Sharing to Democratize Insights Into Social Determinants of Health
Organization: databricks-industry-solutions
Home Page: https://www.databricks.com/solutions/accelerators/social-determinants-of-health
databricks-industry-solutions,Survival analysis is a collection of statistical methods used to examine and predict the time until an event of interest occurs. In this Solution Accelerator, learn how to use different survival analysis techniques for predicting churn and calculating lifetime value.
Organization: databricks-industry-solutions
Home Page: https://www.databricks.com/solutions/accelerators/survival-analysis-for-churn-and-lifetime-value
databricks-industry-solutions,Build a lakehouse for all your gamer data and use natural language processing techniques to flag questionable comments for moderation.
Organization: databricks-industry-solutions
Home Page: https://www.databricks.com/solutions/accelerators/toxicity-detection-for-gaming
databricks-industry-solutions,Shows how banks can modernize their risk management practices by back-testing, aggregating and scaling simulations by using a unified approach to data analytics with the Lakehouse.
Organization: databricks-industry-solutions
Home Page: https://databricks-industry-solutions.github.io/value-at-risk/
databricks-industry-solutions,Build a wide-and-deep recommender with collaborative filters that takes advantage of patterns of repeat purchases to suggest both previously purchased and related products.
Organization: databricks-industry-solutions
Home Page: https://www.databricks.com/solutions/accelerators/recommendation-engines
databricks-industry-solutions,Proceso ETL
User: federicopfund
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