PIAIC
  • Quarter V

    AI-361: Deep Learning and MLOps

    Course Description:

    This course will help you understand the capabilities, challenges, and consequences of deep learning and prepare you to participate in the development of leading-edge AI technology. We will finish the program by learning how to envision, create, and maintain integrated systems that run constantly in production. Production systems must manage constantly changing data, in stark contrast to typical machine learning modeling. The production system must also operate continuously at the lowest possible cost while delivering the highest possible performance.

    Couse Outline:

    1. Deep Learning with Tensorflow

    Deep Learning with Python, Second Edition 2nd Edition

    2. Machine Learning Engineering for Production (MLOps) using Terraform for CDK

    A Comprehensive Guide to MLOps Terraform: Infrastructure As Code(IaC)

    MLOps leveraging AWS SageMaker and Terraform

    PIAIC

    The Future of the Web is Web 3.0, Metaverse, and Edge Computing. Panaverse DAO is a movement to spread these technolgies globally. It is community of Web 3 and Metaverse developers, designers, trainers, startup founders and service providers.

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