Course

Digital Transformation Using AI/ML with Google Cloud

Google Cloud

This series of courses, offered by Google Cloud, introduces fundamental concepts of Google Cloud and explores how businesses leverage data, machine learning (ML), and artificial intelligence (AI) to transform their operations and business models.

Designed for individuals interested in understanding how AI and ML can be utilized in the cloud, this specialization requires no prior experience with ML, programming, or cloud technologies. It does not include hands-on technical training.

  • Gain an understanding of cloud modernization and migration in an organization's digital transformation
  • Explore the advantages of using containers, serverless computing, and APIs in application modernization
  • Learn about common machine learning use cases and assess the feasibility of implementing ML in your business
  • Identify the requirements for building, training, and evaluating an ML model

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Digital Transformation Using AI/ML with Google Cloud
Course Modules

The course includes modules on infrastructure and application modernization with Google Cloud and managing machine learning projects with Google Cloud.

Infrastructure and Application Modernization with Google Cloud

Understand the role of cloud modernization and migration in digital transformation

  • Examine available options to run compute workloads in the cloud
  • Explore the advantages of using containers, serverless computing, and APIs in application modernization
  • Learn about hybrid or multi-cloud strategies and how GKE Enterprise can support them

Managing Machine Learning Projects with Google Cloud

Explore common machine learning use cases and assess the feasibility of implementing ML in your business

  • Identify the requirements for building, training, and evaluating an ML model
  • Define data characteristics and biases affecting the quality of ML models
  • Recognize key considerations for managing ML projects
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