Alex Taylor-Barreto Databricks's Projects
Azure Databricks essentials demos used in our webinars: https://databricks.com/p/webinar/azure-databricks-essentials-series
This is a repository for the LinkedIn Learning course Advanced Python: Working With Data
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
An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.
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.
Build an auto-encoder for anomaly detection, with distributed training and distributed inference
Azure Databricks MLOps sample for Python based source code using MLflow without using MLflow Project.
Examples of Databricks Asset Bundles
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.
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.
Databricks Cloud Lakehouse labs in a virtual or an in-person session
Cluster Policy Management & Automation
A Data Analytics Service (DAS) NLP solution for the Center for Minority Veterans council recommendations problem.
Supercharge Your Model Training
Enabling Computer Vision Applications With the Data Lakehouse
Time series knowledge graphs for cybersecurity
Creating Maps with R
Ingest sample retail data, build visualizations to explore past purchase behavior and use machine learning to predict the likelihood of future purchases
Machine learning notebooks using cybersecurity data
Data & AI Summit 2023 major announcements
Training/demo materials for DAIS 2024
Demo assets for DAIS 2022 'Databricks MLops a How-To Guide' Talk
MLOps on the Databricks Lakehouse
Azure Databricks + Azure Digital Twins