Amazon SageMaker
What is Amazon SageMaker?
Amazon SageMaker helps data scientists and developers to prepare, build, train, and deploy high-quality machine learning models quickly by bringing together a broad set of capabilities purpose-built for machine learning. To make it easier to get started, Amazon SageMaker JumpStart provides a set of solutions for the most common use cases that can be deployed readily with just a few clicks.
Amazon SageMaker is available for free, for 2 months, as part of the AWS Free Tier program. Users can get access to 250 hours per month of ml.t3.medium notebooks usage with the Free Tier.
Getting Started with Amazon SageMaker
Amazon SageMaker JumpStart helps you quickly and easily get started with machine learning. The solutions are fully customizable and supports one-click deployment and fine-tuning of more than 150 popular open source models such as natural language processing, object detection, and image classification models. Popular solutions include:
Extract & Analyze Data
Automatically extract, process, and analyze documents for more accurate investigation and faster decision making.
Fraud Detection
Automate detection of suspicious transactions faster and alert your customers to reduce potential financial loss.
Churn Prediction
Predict likelihood of customer churn and improve retention by honing in on likely abandoners and taking remedial actions such as promotional offers.
Personalized Recommendations
Deliver customized, unique experiences to customers to improve customer satisfaction and grow your business rapidly.
AI and Machine Learning Solutions on the Free Tier
Start building on AWS using the Free Tier by creating an account. See below for details on each product.
Machine Learning
Build, train, and deploy machine learning models fast.
Free 2 month trial
250 hours per month of t2.medium notebook usages
50 hours per month of m4.xlarge for training
125 hours per month of m4.xlarge for hosting
Text-to-speech
Turn text into lifelike speech, allowing you to create applications that talk, and build entirely new categories of speech-enabled products.
12 months free
5 million characters per month
Chatbots
Build conversational interfaces into any application using voice and text.
12 months free
10,000 text requests per month
5,000 speech requests per month
Image and video analysis
Add image and video analysis to your applications to catalog assets, automate media workflows, and extract meaning.
12 months free
Analyze 5,000 images per month
Store up to 1,000 face metadata per month
Advanced text analytics
Use machine learning to find insights and relationships in text. No machine learning experience required.
12 months free
50,000 units of text (5 million characters) for each API per month
5 topic modeling jobs up to 1MB each per month
Transcription
Use a deep learning process called Automatic Speech Recognition (ASR) to convert speech to text quickly and accurately.
12 months free
60 minutes per month
Learn More About Amazon SageMaker
Browse through our collection of videos to learn more about Amazon SageMaker, and how to setup and monitor your account.
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Videos
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Videos
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Bring Your Own Custom ML Models with Amazon SageMaker (8:03)
Deploy Your ML Models to Production at Scale with Amazon SageMaker (7:53)
AWS Free Tier
The AWS Free Tier offers users an opportunity to explore products for free, with offers including products that are always free, free for 12 months, and short-term free trials.
Get Started
Creating an AWS account is free and gives you immediate access to the AWS Free Tier.
