Advanced Machine Learning on Google Cloud Specialization

Learn Advanced Machine Learning with Google Cloud. Build production-ready machine learning models with TensorFlow on Google Cloud Platform.

Instructor: Google Cloud Training

Skills you'll gain

  •   Systems Design
  •   Google Cloud Platform
  •   Distributed Computing
  •   Computer Vision
  •   Large Language Modeling
  •   Performance Tuning
  •   Machine Learning
  •   Tensorflow
  •   Deep Learning
  •   Systems Architecture
  •   Machine Learning Algorithms
  •   Reinforcement Learning

    • Specialization - 4 course series

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    - Recognize the NLP products and the solutions on Google Cloud. - Create an end-to-end NLP workflow by using AutoML with Vertex AI. - Build different NLP models including DNN, RNN, LSTM, and GRU by using TensorFlow. - Recognize advanced NLP models such as encoder-decoder, attention mechanism, transformers, and BERT. - Understand transfer learning and apply pre-trained models to solve NLP problems. Prerequisites: Basic SQL, familiarity with Python and TensorFlow

    Computer Vision Fundamentals with Google Cloud

    Natural Language Processing on Google Cloud

    Recommendation Systems on Google Cloud

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