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AWS Blog Posts

Complete list of blog posts by Julien Simon during his time at Amazon Web Services (2015-2021)

About This Collection

During my time as Global Technical Evangelist for AI & ML at AWS (2018-2024), I authored 68 technical blog posts covering Amazon SageMaker, machine learning services, and AI innovations. These posts span from foundational tutorials to advanced features and product launches.

Total posts: 68 | Years covered: 2018-2021 | Primary focus: Amazon SageMaker, AI/ML services, and cloud computing

2021

Scaling Ad Verification with Machine Learning and AWS Inferentia
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September 22, 2021
Decoding the Social Effects Of Media with Machine Learning
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September 3, 2021
Extract Insights From Customer Conversations with Amazon Transcribe Call Analytics
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August 4, 2021
Paging Doctor Cloud! Amazon HealthLake Is Now Generally Available
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July 15, 2021
Amazon SageMaker Named as the Outright Leader in Enterprise MLOps Platforms
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June 9, 2021
Resolve IT Incidents Faster with Incident Manager, a New Capability of AWS Systems Manager
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May 10, 2021
Decrease Your Machine Learning Costs with Instance Price Reductions and Savings Plans for Amazon SageMaker
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April 20, 2021
Troubleshoot Boot and Networking Issues with New EC2 Serial Console
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March 30, 2021
AWS and Hugging Face collaborate to simplify and accelerate adoption of Natural Language Processing models
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March 23, 2021

2020

Amazon SageMaker JumpStart Simplifies Access to Pre-built Models and Machine Learning Solutions
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December 8, 2020
New – Amazon SageMaker Pipelines Brings DevOps Capabilities to your Machine Learning Projects
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December 8, 2020
Introducing Amazon SageMaker Data Wrangler, a Visual Interface to Prepare Data for Machine Learning
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December 8, 2020
New – Store, Discover, and Share Machine Learning Features with Amazon SageMaker Feature Store
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December 8, 2020
Amazon SageMaker Edge Manager Simplifies Operating Machine Learning Models on Edge Devices
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December 8, 2020
New – Amazon SageMaker Clarify Detects Bias and Increases the Transparency of Machine Learning Models
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December 8, 2020
New – Profile Your Machine Learning Training Jobs With Amazon SageMaker Debugger
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December 8, 2020
New – Data Parallelism Library in Amazon SageMaker Simplifies Training on Large Datasets
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December 8, 2020
Amazon SageMaker Simplifies Training Deep Learning Models With Billions of Parameters
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December 8, 2020
Amazon Monitron, a Simple and Cost-Effective Service Enabling Predictive Maintenance
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December 1, 2020
Amazon SageMaker Continues to Lead the Way in Machine Learning and Announces up to 18% Lower Prices on GPU Instances
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October 7, 2020
Amazon Transcribe Now Supports Automatic Language Identification
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September 15, 2020
Amazon ECS Now Supports EC2 Inf1 Instances
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August 14, 2020
Amazon Translate now supports Office documents
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July 29, 2020
New – Label Videos with Amazon SageMaker Ground Truth
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July 9, 2020
Amazon EKS Now Supports EC2 Inf1 Instances
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June 15, 2020
New – Label 3D Point Clouds with Amazon SageMaker Ground Truth
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June 10, 2020
Reinventing Enterprise Search – Amazon Kendra is Now Generally Available
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May 11, 2020
Announcing availability of Inf1 instances in Amazon SageMaker for high performance and cost-effective machine learning inference
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April 22, 2020
Announcing TorchServe, An Open Source Model Server for PyTorch
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April 21, 2020
AWS DeepComposer – Now Generally Available With New Features
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April 2, 2020
Now Available: Amazon ElastiCache Global Datastore for Redis
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March 16, 2020
Now available in Amazon Transcribe: Automatic Redaction of Personally Identifiable Information
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February 26, 2020
EC2 Price Reduction in the São Paulo Region (R5 and I3)
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February 6, 2020
Update on Amazon Linux AMI end-of-life
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January 27, 2020

2019

Amazon SageMaker Studio: The First Fully Integrated Development Environment For Machine Learning
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December 3, 2019
Amazon SageMaker Debugger – Debug Your Machine Learning Models
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December 3, 2019
Amazon SageMaker Model Monitor – Fully Managed Automatic Monitoring For Your Machine Learning Models
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December 3, 2019
Amazon SageMaker Processing – Fully Managed Data Processing and Model Evaluation
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December 3, 2019
Amazon SageMaker Autopilot – Automatically Create High-Quality Machine Learning Models With Full Control And Visibility
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December 3, 2019
Amazon SageMaker Experiments – Organize, Track And Compare Your Machine Learning Trainings
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December 3, 2019
Now Available on Amazon SageMaker: The Deep Graph Library
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December 3, 2019
Amazon Transcribe Medical – Real-Time Automatic Speech Recognition for Healthcare Customers
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December 2, 2019
AWS DeepComposer – Compose Music with Generative Machine Learning Models
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December 2, 2019
22 New Languages And Variants, 6 New Regions For Amazon Translate
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November 25, 2019
AWS Systems Manager Explorer – A Multi-Account, Multi-Region Operations Dashboard
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November 19, 2019
Now available: Batch Recommendations in Amazon Personalize
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November 15, 2019
Now Available: New C5d Instance Sizes and Bare Metal Instances
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November 5, 2019
Now Available: Bare Metal Arm-Based EC2 Instances
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October 10, 2019
New M5n and R5n EC2 Instances, with up to 100 Gbps Networking
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October 10, 2019
Now available in Amazon SageMaker: EC2 P3dn GPU Instances
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October 7, 2019
New languages for Amazon Translate: Greek, Hungarian, Romanian, Thai, Ukrainian, Urdu and Vietnamese
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October 3, 2019
Introducing Batch Mode Processing for Amazon Comprehend Medical
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September 24, 2019
Managed Spot Training: Save Up to 90% On Your Amazon SageMaker Training Jobs
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August 26, 2019
Amazon Transcribe Now Supports Mandarin and Russian
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August 23, 2019
Amazon Polly Introduces Neural Text-To-Speech and Newscaster Style
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July 30, 2019
Train and deploy Keras models with TensorFlow and Apache MXNet on Amazon SageMaker
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June 21, 2019
Now Available: New C5 instance sizes and bare metal instances
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June 18, 2019
Amazon Personalize is Now Generally Available
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June 10, 2019
Amazon SageMaker Ground Truth Keeps Simplifying Labeling Workflows
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April 24, 2019

2018

Amazon SageMaker Neo – Train Your Machine Learning Models Once, Run Them Anywhere
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November 28, 2018
Amazon Personalize – Real-Time Personalization and Recommendation for Everyone
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November 28, 2018
Amazon SageMaker RL – Managed Reinforcement Learning with Amazon SageMaker
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November 28, 2018
Amazon SageMaker Ground Truth – Build Highly Accurate Datasets and Reduce Labeling Costs by up to 70%
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November 28, 2018
Amazon Elastic Inference – GPU-Powered Deep Learning Inference Acceleration
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November 28, 2018
Amazon Comprehend Medical – Natural Language Processing for Healthcare Customers
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November 27, 2018
Build a movie recommender with factorization machines on Amazon SageMaker
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June 18, 2018
Use pre-trained models with Apache MXNet
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May 3, 2018
Speeding up Apache MXNet using the NNPACK library
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January 22, 2018