AWS Reinvent 2020 Unveils New Machine Learning Tools for All Skill Levels
AWS reveals a robust lineup of machine learning updates at re:Invent 2020, focusing on faster training and easier development paths. These new tools aim to empower builders ranging from beginners to advanced experts.
Amazon Web Services reveals a massive wave of new machine learning tools during the re:Invent 2020 keynote. VP of Amazon Machine Learning Swami Sivasubramanian structures the announcements around three core tenets designed to give developers the freedom to invent. These updates target the entire spectrum of users, from complete novices exploring data science to seasoned experts deploying complex deep learning models.
The first tenet focuses on providing firm foundations through faster distributed training capabilities within Amazon SageMaker. By integrating Habana Gaudi processors from Intel into new EC2 instances, AWS delivers up to a 40 percent performance increase over current GPU-based training instances. This significant hardware upgrade allows developers to train deep learning workloads faster while simultaneously reducing operational costs.
The second tenet centers on creating the shortest path to success for machine learning builders. To illustrate this point, Sivasubramanian highlights an exciting collaboration between AWS and the NFL, demonstrating how advanced machine learning tools streamline complex real-world applications. This approach removes traditional barriers, enabling users to bypass tedious setup phases and jump directly into building impactful AI solutions.