AWS Innovate - AI/ML for Startups 2020

  • Build AI-Powered Applications Without Any Machine Learning Expertise34:01

    Build AI-Powered Applications Without Any Machine Learning Expertise

    Don’t let the idea of integrating artificial intelligence (AI) or machine learning (ML) into your workflow intimidate you.

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  • Next Generation Cloud Platforms for Autonomous Development26:18

    Next Generation Cloud Platforms for Autonomous Development

    Watch this session to review AWS AV solutions for the toolchain including data ingest, management, labeling, simulation, and model training.

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  • Confessions of AI/ML Startup Founders47:42

    Confessions of AI/ML Startup Founders

    To help learn from those who’ve done it before, we’ve gathered AI/ML founders from some of the world’s top startups to give a peek behind the scenes into the secrets of their own success.

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  • Scaling Your Startup: What to Expect When Building an ML Team16:07

    Scaling Your Startup: What to Expect When Building an ML Team

    Discover how to set up a data lake and implement it into an ML experiment workflow, how to prepare an end-to-end workflow to easily share the workload, and other tips for scaling your startup.

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  • How to Accelerate Your Models to Production with Amazon SageMaker31:59

    How to Accelerate Your Models to Production with Amazon SageMaker

    Dive deep into demonstrating SageMaker’s advanced features that help you train and iterate on your ML models faster.

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  • Scale Your Large Training Jobs with Data and Model Parallelism36:56

    Scale Your Large Training Jobs with Data and Model Parallelism

    Learn how to maximize resource utilization to find performance bottlenecks, and how to reduce overall training and inference costs.

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