Tuesday, July 26, 2022

Google Cloud - Machine Learning (ML) intro

Pre Built models are provided in Google Cloud as APIs.

  • Speech to Text API
  • Text to Speech API
  • Translation API
  • Natural Language API - Derive insights from unstructured texts
  • Image based insights - Cloud vision API (Detect faces/objects etc)
Custom Models
  • AutoML
    • Build custom models easily
    • AutoML Vision (Images)
    • AutoML Video (Streaming data) 
    • AutoML tables (Model from tables)
  • Vertex AI
    • Build and Deploy (MLOps)
  • Tensor Processing Units (TPUs) for running faster ML workloads

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