Completed
Databricks Summit 2022
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Scaling XGBoost for Thousands of Features with Databricks
Automatically move to the next video in the Classroom when playback concludes
- 1 Intro
- 2 Welcome
- 3 Recording
- 4 Boulder Denver Group
- 5 Databricks Summit 2022
- 6 Fan and Eric
- 7 Introduction
- 8 Agenda
- 9 TMobile Marketing Solutions
- 10 Magenta Marketing Platform
- 11 Why dont we just use this data directly
- 12 How are demographic insights used
- 13 Pandas
- 14 UDF
- 15 Improving XGBoost
- 16 Data set
- 17 Why XGBoost
- 18 What we did
- 19 How did we achieve that
- 20 Parallelizations
- 21 Autoscaling
- 22 Normal transformation
- 23 Pivot vs Vector
- 24 RDD
- 25 Questions
