AWS wants to make it easier to get to grips with machine learning

aws reinvent 2021 day 2
(Image credit: Future / Mike Moore)

Getting to grips with Machine Learning (ML) technology could soon be much easier thanks to a new service from Amazon Web Services.

The company has launched Amazon SageMaker Studio Lab, a free, no-configuration version of its SageMaker program that lets users build and deploy ML models, in an attempt to break down barriers to the technology.

AWS is also launching a new $10m AWS AI & ML Scholarship Program specifically aimed at those interested in ML, as well as looking to improve diversity and accessibility across the technology space.

Transformational

Unveiling both launches at the company's AWS re:Invent 2021 event in Las Vegas, Vice President of Amazon Machine Learning at AWS Swami Sivasubramanian highlighted how the news could help train the next generation of ML developers.

“Machine learning will be one of the most transformational technologies of this generation," he noted.

"If we are going to unlock the full potential of this technology to tackle some of the world’s most challenging problems, we need the best minds entering the field from all backgrounds and walks of life."

Amazon SageMaker Studio Lab is designed to let users at all skill levels the chance to learn and experiment with machine learning, with prospective users only needing an email to sign up.

Users get a minimum of 15GB of persistent storage per project, and Studio Lab has auto-save capabilities, so progress will be automatically so users can pick up where they left off on their next session, with the platform also integrating with  Github, enabling customers to open, view, edit, and run any notebook.

The AWS AI & ML Scholarship Program will be run in co-operation with Intel and Udacity, offering students the chance to experience 1:1 mentoring with experts from these companies. Up to 2,000 students will be selected for scholarships to the AI Programming with Python Udacity Nanodegree program, with the best-performing five hundred earning a second Udacity Nanodegree program scholarship on deep learning and machine learning engineering.

"We want to inspire and excite a diverse future workforce through this new scholarship program and break down the cost barriers that prevent many from getting started with machine learning.”

Mike Moore
Deputy Editor, TechRadar Pro

Mike Moore is Deputy Editor at TechRadar Pro. He has worked as a B2B and B2C tech journalist for nearly a decade, including at one of the UK's leading national newspapers and fellow Future title ITProPortal, and when he's not keeping track of all the latest enterprise and workplace trends, can most likely be found watching, following or taking part in some kind of sport.

Read more
Artificial Intelligence
Amazon is apparently going all-in on agentic AI
The best free PDF editor
Nvidia giving away free AI courses worth up to $90 and no, it's got nothing to do with DeepSeek's ascension
The Google Gemini logo against a black background.
What is Google AI Studio? Everything we know about Google's AI builder
Representation of AI
What is Machine Learning?
An AI face in profile against a digital background.
Navigating transparency, bias, and the human imperative in the age of democratized AI
A person using DeepSeek on their smartphone
DeepSeek R1 is now available on Nvidia, AWS, and Github as available models on Hugging Face shoot past 3,000
Latest in Pro
Google DeepMind panel discussion
“More sovereignty and protection” - Google goes all-in on UK AI with data residency, upskilling projects, and startup investments
A graphic showing someone on a tablet working through a supply chain.
Security issue in open source software leaves businesses concerned for systems
European Union technical background
EU tech companies push for digital sovereignty, reducing reliance on US and others
ransomware avast
One of the most powerful ransomware hacks around has been cracked using some serious GPU power
person at a computer
Infamous ransomware hackers reveal new tool to brute-force VPNs
Adobe Summit 2025
Adobe Summit 2025 - all the news and updates as it happens
Latest in News
Pebble smartwatch countdown
Pebble confirms its smartwatch announcement is just hours away
Logo of YouTube Shorts
Is YouTube auto-playing Shorts when you open the app? Well, you’re not alone - here’s how to fix it
Google DeepMind panel discussion
“More sovereignty and protection” - Google goes all-in on UK AI with data residency, upskilling projects, and startup investments
Nintendo Switch 2
Nintendo Switch 2 expected to have AI upscaling and I can't wait to finally play Tears of the Kingdom with upgraded graphics
PowerColor Red Devil AMD RX 9070 XT graphics card shown side-on
Your next GPU could be from AMD, not Nvidia, if Team Red’s success with PC gamers continues
Intel Lunar Lake concept
Intel's Panther Lake processors won't arrive until Q1 2026 - corroborates previous delay rumors despite former Intel CEO's promise of 2025 launch