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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61,089 already enrolled

Get in-depth knowledge of a subject
4.5

(1,958 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

(1,958 reviews)

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

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  • Learn in-demand skills from university and industry experts
  • Master a subject or tool with hands-on projects
  • Develop a deep understanding of key concepts
  • Earn a career certificate from Google Cloud
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Specialization - 4 course series

Production Machine Learning Systems

Course 118 hours4.6 (997 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

Skills you'll gain

Category: MLOps (Machine Learning Operations)
Category: Machine Learning
Category: Cloud Computing
Category: Artificial Intelligence and Machine Learning (AI/ML)
Category: Cloud Services
Category: Cloud Platforms
Category: Google Cloud Platform
Category: Applied Machine Learning
Category: Machine Learning Software
Category: Tensorflow
Category: Cloud Engineering
Category: Cloud Infrastructure
Category: Cloud-Native Computing
Category: Software Systems
Category: Application Deployment
Category: Cloud Applications
Category: Systems Design
Category: Software Architecture
Category: Continuous Deployment
Category: Scalability

Computer Vision Fundamentals with Google Cloud

Course 218 hours4.6 (541 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: Artificial Intelligence and Machine Learning (AI/ML)
Category: Deep Learning
Category: Tensorflow
Category: Artificial Intelligence
Category: Applied Machine Learning
Category: Machine Learning
Category: Artificial Neural Networks
Category: Google Cloud Platform
Category: Cloud Platforms
Category: Cloud Computing
Category: Computer Vision
Category: Machine Learning Methods
Category: Cloud Infrastructure
Category: Cloud Security
Category: Computer Science
Category: Statistical Machine Learning
Category: Multi-Cloud
Category: Cloud API
Category: Machine Learning Algorithms
Category: Image Analysis

Natural Language Processing on Google Cloud

Course 310 hours4.4 (529 ratings)

What you'll learn

Skills you'll gain

Category: Natural Language Processing
Category: Artificial Intelligence and Machine Learning (AI/ML)
Category: Applied Machine Learning
Category: Cloud Computing
Category: Google Cloud Platform
Category: Cloud Platforms
Category: Public Cloud
Category: Tensorflow
Category: Artificial Intelligence
Category: Deep Learning
Category: Keras (Neural Network Library)
Category: Artificial Neural Networks
Category: Machine Learning
Category: Machine Learning Methods
Category: Unstructured Data
Category: Cloud API
Category: Cloud Solutions
Category: Cloud Infrastructure
Category: Text Mining
Category: Statistical Machine Learning

Recommendation Systems on Google Cloud

Course 413 hours4.5 (476 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.

Skills you'll gain

Category: Artificial Intelligence and Machine Learning (AI/ML)
Category: Applied Machine Learning
Category: Machine Learning
Category: Reinforcement Learning
Category: Cloud Applications
Category: Google Cloud Platform
Category: Cloud Computing
Category: Public Cloud
Category: Cloud Services
Category: Cloud Platforms
Category: Artificial Intelligence
Category: Artificial Neural Networks
Category: Cloud Management
Category: Statistical Machine Learning
Category: Deep Learning
Category: Multi-Cloud
Category: Cloud Infrastructure
Category: Cloud Solutions
Category: Machine Learning Algorithms
Category: Machine Learning Methods

Instructor

Google Cloud Training
Google Cloud
1,724 Courses2,906,649 learners

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Google Cloud

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