Document History for Amazon SageMaker - Amazon SageMaker

Document History for Amazon SageMaker

Change Description Date

AWS managed policies

Started tracking changes for SageMaker managed policies.

June 10, 2021

SageMaker Clarify update 1.0.5

Instance explanations in the CSV file for models with multiple outputs now map correctly to the right columns in v1.0.5. Also, improved numerical handling of models returning 0 and 1 as class probabilities when using logits in Kernel SHAP.

April 22, 2021

New features 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

SageMaker Studio, SageMaker Studio Notebooks (preview), SageMaker Experiments, SageMaker Autopilot, SageMaker Debugger, SageMaker Model Monitor

December 3, 2019

New features re:Invent 2018

Amazon SageMaker Ground Truth, Using Elastic Inference in Amazon SageMaker, SageMaker Resources in AWS Marketplace, SageMaker Inference Pipelines, SageMaker Neo, Manage Machine Learning Experiments with Search, Use Reinforcement Learning in Amazon SageMaker, Associating Git Repositories with Amazon SageMaker Notebook Instances, Semantic Segmentation, Using Augmented Manifest Files in TrainingJobs

November 28, 2018

Configuring notebook instances

You can 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