AI Fundamentals · Intermediate

    Webinar Recording - Unpacking Parallelism: Practical Strategies for Scaling AI Workflows

    Learn how to optimize AI workflows, overcome scaling challenges, and implement parallelism techniques using distributed training, cloud infrastructure, and real-world case studies to enhance your AI systems’ performance.

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    1 hr
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    2
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    2
    modules
    Webinar Recording - Unpacking Parallelism: Practical Strategies for Scaling AI Workflows

    What's inside

    Live sessions
    1 · 83 min
    Readings
    1

    01 · What you'll be able to do

    Five things you can ship afterwards.

    Learn how to optimize AI workflows, overcome scaling challenges, and implement parallelism techniques using distributed training, cloud infrastructure, and real-world case studies to enhance your AI systems’ performance.

    Introduction to Parallelism

    Introduction to Parallelism in AI Workflows Challenges in Scaling AI Workflows Data Parallelism and Model Parallelism Approaches Key Strategies for Implementing Parallelism in AI Systems.

    Introduction to Parallelism

    Introduction to Parallelism in AI Workflows.

    Challenges in Scaling AI

    Challenges in Scaling AI Workflows.

    Data Parallelism and Model

    Data Parallelism and Model Parallelism.

    Key Strategies

    Key Strategies for Implementing Parallelism in AI Systems.

    02 · Curriculum

    What's in the course.

    2 modules · 2 lectures · 83 min of sessions

    01 · 83m

    Each block is one module, sized by session length.

    • Webinar Recording83m

    04 · Is it for you?

    Who it's for, and what to bring.

    Built for

    • AI Practitioners

    Bring with you

    • Learn how to optimize AI workflows, overcome scaling challenges, and implement parallelism techniques using distributed training, cloud infrastructure, and real-world case studies to enhance your AI systems’ performance.

    05 · FAQ

    Before you enrol.

    Each of the 2 modules is a recorded live session, with readings from that session. Watch at your own pace.

    Free

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    Free for everyone.

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