Document History for Amazon SageMaker

Change	Description	Date
New features re:Invent 2022	The following new features were introduced at re:Invent 2022. SageMaker geospatial capabilities SageMaker Model Cards SageMaker Model Dashboard SageMaker Role Manager Collaboration with shared spaces Inference shadow tests Notebook-based Workflows Data Wrangler data preparation widget AutoML step in Amazon SageMaker Model Building Pipelines Studio Git extension	November 30, 2022
AWS managed policy updates - Updates to existing policies	SageMaker updated the following AWS managed policies at re:Invent 2022. AmazonSageMakerFullAccess AmazonSageMakerFeatureStoreAccess	November 30, 2022
AWS managed policy updates - New policies	SageMaker added the following new AWS managed policies at re:Invent 2022. AmazonSageMakerGeospatialFullAccess AmazonSageMakerGeospatialExecutionRole AmazonSageMakerModelGovernanceUseAccess	November 30, 2022
New features re:Invent 2021	The following new features were introduced at re:Invent 2021. SageMaker Canvas SageMaker Ground Truth Plus SageMaker Inference Recommender SageMaker Serverless Endpoints SageMaker Studio Lab SageMaker Studio Notebooks and Amazon EMR SageMaker Training Compiler	December 1, 2021
Autopilot time series data	Amazon SageMaker Autopilot accepts time series as model inputs. For more information, see Amazon SageMaker Autopilot data and problem types.	October 25, 2021
AWS managed policies	Started tracking changes for SageMaker managed policies.	June 10, 2021
New features re:Invent 2020	The following new features were introduced at re:Invent 2020. Amazon SageMaker Model Building Pipelines Automate MLOps with SageMaker Projects SageMaker Edge Manager SageMaker Clarify SageMaker Data Wrangler SageMaker Feature Store SageMaker Studio JumpStart Register and Deploy Models with Model Registry SageMaker Distributed Deep Profiling with SageMaker Debugger	December 1, 2020
Studio Notebooks	SageMaker Studio Notebooks	April 28, 2020
New features re:Invent 2019	The following new features were introduced at re:Invent 2019. SageMaker Studio SageMaker Studio Notebooks (preview) SageMaker Experiments SageMaker Autopilot SageMaker Debugger SageMaker Model Monitor	December 3, 2019
New features re:Invent 2018	The following new features were introduced at re:Invent 2018. Amazon SageMaker Ground Truth Amazon Elastic Inference SageMaker Resources in AWS Marketplace SageMaker Inference Pipelines SageMaker Neo Search Amazon SageMaker Experiments Reinforcement Learning Associate Git Repositories with SageMaker Notebook Instances Semantic Segmentation Algorithm Augmented Manifest Files in Training Jobs	November 28, 2018
Configuring notebook instances	Use shell scripts to configure notebook instances when you create or start them. For more information, see Customize a Notebook Instance.	May 1, 2018
Application Auto Scaling support	Amazon SageMaker now supports Application Auto Scaling for production variants. For information, see Automatically Scaling SageMaker Models	February 28, 2018
TensorFlow 1.5 and MXNet 1.0 support	Amazon SageMaker Deep Learning containers now support TensorFlow 1.5 and Apache MXNet 1.0.	February 27, 2018
BlazingText algorithm	Amazon SageMaker now supports the BlazingText algorithm.	January 18, 2018
KMS encryption	Amazon SageMaker now supports KMS encryption for hosting instances and training model artifacts at rest.	January 17, 2018
CloudTrail support	Amazon SageMaker now supports logging with AWS CloudTrail.	January 11, 2018
DeepAR Forecasting algorithm	Amazon SageMaker now supports the DeepAR algorithm for time series forecasting.	January 8, 2018
SageMaker launch	Amazon SageMaker launched at re:Invent 2017.	November 28, 2017