Observed Signal · Feb 11, 2022 · Product Launch · Source: CMSWire · Impact: 2/5 · Sentiment: Neutral
Amazon SageMaker Studio Brings No-Code ML to Marketers
This CMSWire feature explores how Amazon SageMaker Studio supports marketers who want to use machine learning without deep programming skills. The article highlights two services introduced by Amazon: SageMaker Canvas and SageMaker Studio Lab. Canvas provides a visual, point-and-click interface that lets business analysts import data from sources like Amazon S3, Amazon Redshift, and Snowflake, explore datasets with joins, and automatically train up to 250 models. Studio Lab offers a hosted environment where users can run ML projects without an AWS account, with access to CPU and GPU resources. The piece positions these tools as low-code/no-code options that help marketing teams build statistically sound solutions based on first-party data, while acknowledging that interfaces like Jupyter and Git may still feel technical for some marketers.
The article highlights Amazon's no-code machine learning tools for marketers, reflecting the growing accessibility of AI in marketing operations, but it does not announce a new industry-shifting event.
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Key Takeaways & Evidence Grounding
- Amazon introduced SageMaker Canvas and SageMaker Studio Lab as no-code/low-code ML tools.
- SageMaker Canvas enables visual model building and can automatically train up to 250 models.
- Canvas supports data import from Amazon S3, local upload, Amazon Redshift, and Snowflake.
- SageMaker Studio Lab provides free access to CPU and GPU resources without requiring an AWS account.
- Studio Lab offers 12 hours of CPU compute time and 4 hours of GPU compute time for ML projects.
Connected Companies & Entities
3 Entities mapped“Late last year, Amazon introduced a number of features in SageMaker Studio, its online integrated development environment (IDE) that support...”
“Its only key competitor is Azure Machine Learning....”
“You can also import from Amazon Redshift, or SnowFlake....”
Ontology Mapping & Concepts
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