Building Language Models on AWS - Free AI Course by Amazon

Amazon SageMaker helps data scientists prepare, build, train, deploy, and monitor machine learning (ML) models.

SageMaker brings together a broad set of capabilities, including access to distributed training libraries, open source models, and foundation models (FMs).

This course introduces experienced data scientists to the challenges of building language models and the different storage, ingestion, and training options to process a large text corpus.

The course also discusses the challenges of deploying large models and customizing foundational models for generative artificial intelligence (generative AI) tasks using Amazon SageMaker Jumpstart.

Topics:

• Addressing the Challenges of Building Language Models
• Using Amazon SageMaker for Training Language Models
• Demonstration – Setting up Amazon SageMaker Studio
• Ingesting Language Model Data • Training Large Language Models

Explore the course below, don’t forget there are instant certificates awaiting you at Future Syllabus.