Identifying Financial Fraud With Geospatial Clustering
Check out the solution accelerator for the accompanying notebooks For most financial service institutions (FSI), fraud prevention often implies a complex ecosystem made...
Benchmark: Koalas (PySpark) and Dask
Koalas is a data science library that implements the pandas APIs on top of Apache Spark so data scientists can use their favorite...
Fine-Grained Time Series Forecasting at Scale With Facebook Prophet and Apache Spark: Updated for Spark 3
Advances in time series forecasting are enabling retailers to generate more reliable demand forecasts. The challenge now is to produce these forecasts in...
Tensor Input Now Supported in MLflow
Traditionally, generic MLflow Python models only supported DataFrame input and output. While DataFrames are a convenient interface when dealing with classical models built...
Segmentation in the Age of Personalization
Quick link to notebooks referenced through this post. Personalization is heralded as the gold standard of customer engagement. Organizations successfully personalizing their digital...
Upgrade Production Workloads to Be Safer, Easier, and Faster With Databricks Runtime 7.3 LTS
What a difference a year makes. One year ago, Databricks Runtime version (DBR) 6.4 was released -- followed by 8 more DBR releases...
Analyzing Algorand Blockchain Data With Databricks Delta (Part 2)
Get an early preview of O'Reilly's new ebook for the step-by-step guidance you need to start using Delta Lake. This post was written...
Introducing Apache Spark™ 3.1
We are excited to announce the availability of Apache Spark 3.1 on Databricks as part of Databricks Runtime 8.0 . We want to...
Solution Accelerator: Telco Customer Churn Predictor
Check out the solution accelerator to download the notebooks referred throughout this blog. When T-Mobile embraced the un-carrier label, they didn’t just kick...
Amplify Insights into Your Industry With Geospatial Analytics
Data science is becoming commonplace and most companies are leveraging analytics and business intelligence to help make data-driven business decisions. But are you...