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


There are 5 Courses in this Specialization

  1. Sequence Models for Time Series and Natural Language Processing

  2. Production Machine Learning Systems

  3. End-to-End Machine Learning with TensorFlow on GCP

  4. Image Understanding with TensorFlow on GCP

  5. Recommendation Systems with TensorFlow on GCP

WHAT YOU WILL LEARN

  • Compare static vs. dynamic training and inference

  • Manage model dependencies

  • Set up distributed training for fault tolerance, replication, and more

  • Export models for portability

SKILLS YOU WILL GAIN

  • Tensorflow

  • Convolutional Neural Network

  • Estimator

  • Advanced Machine Learning

About this Specialization

This 5-course specialization focuses on advanced machine learning topics using Google Cloud Platform where you will get hands-on experience optimizing, deploying, and scaling production ML models of various types in hands-on labs. This specialization picks up where “Machine Learning on GCP” left off and teaches you how to build scalable, accurate, and production-ready models for structured data, image data, time-series, and natural language text. It ends with a course on building recommendation systems. Topics introduced in earlier courses are referenced in later courses, so it is recommended that you take the courses in exactly this order.


Advanced Level Designed for those already in the industry.

Approximately 3 months to complete Suggested pace of 5 hours/week

English Subtitles: English, French, Portuguese (European), Russian, Spanish




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