Google Cloud
Advanced Machine Learning on Google Cloud Specialization
Google Cloud

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.

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Get in-depth knowledge of a subject
4.5

(1,942 reviews)

Advanced level
Designed for those already in the industry
2 months
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
4.5

(1,942 reviews)

Advanced level
Designed for those already in the industry
2 months
at 10 hours a week
Flexible schedule
Learn at your own pace

Details to know

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Taught in English

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Specialization - 4 course series

Production Machine Learning Systems

Course 118 hours4.6 (980 ratings)

What you'll learn

  • Compare static versus dynamic training and inference

  • Manage model dependencies

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

  • Export models for portability

Computer Vision Fundamentals with Google Cloud

Course 218 hours4.6 (538 ratings)

What you'll learn

  • Understand at a high-level the types of problems computer vision may solve

  • Understand some of the key concepts and model architectures typically used using computer vision

Skills you'll gain

Category: Tensorflow
Category: Convolutional Neural Network
Category: Estimator
Category: Advanced Machine Learning

Natural Language Processing on Google Cloud

Course 313 hours4.4 (522 ratings)

What you'll learn

Recommendation Systems on Google Cloud

Course 414 hours4.5 (474 ratings)

What you'll learn

  • Devise a content-based recommendation engine.

  • Implement a collaborative filtering recommendation engine.

  • Build a hybrid recommendation engine with user and content embeddings.

  • Use reinforcement learning techniques for contextual bandits in the context of recommendations.

Instructor

Google Cloud Training
Google Cloud
1,603 Courses2,700,801 learners

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Google Cloud

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