XGBoost on AWS
15 ways to build XGBoost models on AWS
01 SageMaker Studio Notebooks + Script Mode (Processing and Training Jobs)
02 SageMaker JumpStart (Notebooks + Script Mode + Processing and Training Jobs only)
03 SageMaker Studio Notebook Jobs (Script Mode + Training Jobs only)
04 SageMaker Studio Notebooks + EMR
05 SageMaker Studio Notebooks + Glue Interactive Sessions (Spark-only)
06 SageMaker Studio Notebooks
07 SageMaker Studio Notebooks + Glue Interactive Sessions (Ray-only)
08 SageMaker Data Wrangler + Autopilot
09 SageMaker Data Wrangler + Athena + Autopilot
10 SageMaker Data Wrangler + EMR + Autopilot
11 SageMaker Canvas
12 SageMaker
Autopilot
13 SageMaker JumpStart (GUI/No-Code-only)
14 SageMaker Studio Notebook Jobs (without Script Mode and TrainingJobs)
15 C
oming Soon