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| Name | Scoring Loan Risk Analysis in Real TimeAmy Wang Databricks |
| Video Uploader | Video From Databricks |
| Upload Date | This Video Uploaded At 06-05-2019 22:26:01 |
| Video Discription | For companies that make money off of interest on loans held by their customer, it’s always about increasing the bottom line. Being able to assess the risk of loan applications can save a lender the cost of holding too many risky assets. It is the data scientist’s job to run analysis on your customer data and make business rules that will directly impact loan approval. In this session, we will show you how to perform ad-hoc analysis of the loan risk data using Spark SQL and Databricks notebooks. We will then show how to apply Machine Learning specifically comparing GBT and XGBoost algorithms. Finally, we will show how to score this data in batch, streaming, and in real-time. About: Databricks provides a unified data analytics platform, powered by Apache Spark™, that accelerates innovation by unifying data science, engineering and business. Read more here: https://databricks.com/product/unified-data-analytics-platform Connect with us: Website: https://databricks.com Facebook: https://www.facebook.com/databricksinc Twitter: https://twitter.com/databricks LinkedIn: https://www.linkedin.com/company/databricks Instagram: https://www.instagram.com/databricksinc/ Databricks is proud to announce that Gartner has named us a Leader in both the 2021 Magic Quadrant for Cloud Database Management Systems and the 2021 Magic Quadrant for Data Science and Machine Learning Platforms. Download the reports here. https://databricks.com/databricks-named-leader-by-gartner |
| Category | Science & Technology |
| Tags | #SparkAISummit | #ApacheSpark |
