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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Advanced level
Designed for those already in the industry
Flexible schedule
1 month, 10 hours a week
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Get in-depth knowledge of a subject
4.5

(1,968 reviews)

Advanced level
Designed for those already in the industry
Flexible schedule
1 month, 10 hours a week
Learn at your own pace
Earn a Certificate
With paid plans

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Specialization - 4 course series

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: Hybrid Cloud Computing
Category: Tensorflow
Category: MLOps (Machine Learning Operations)
Category: Performance Tuning
Category: Google Cloud Platform
Category: Systems Design
Category: Statistical Inference
Category: Systems Architecture
Category: Machine Learning
Category: Distributed Computing

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: Google Cloud Platform
Category: Supervised Learning
Category: Convolutional Neural Network
Category: Data Processing
Category: Machine Learning Methods
Category: Machine Learning
Category: Image Analysis
Category: Cloud API
Category: Deep Learning
Category: Artificial Neural Networks
Category: Small Data
Category: Tensorflow
Category: Estimator
Category: Computer Vision
Category: Feature Engineering
Category: Advanced Machine Learning
Category: Applied Machine Learning

What you'll learn

Skills you'll gain

Category: Artificial Intelligence and Machine Learning (AI/ML)
Category: Cloud Solutions
Category: Natural Language Processing
Category: Google Cloud Platform
Category: Data Processing
Category: Keras (Neural Network Library)
Category: Machine Learning
Category: Artificial Intelligence
Category: Cloud API
Category: Artificial Neural Networks
Category: Deep Learning
Category: Tensorflow
Category: Feature Engineering
Category: Applied Machine Learning
Category: Unstructured Data
Category: Application Programming Interface (API)
Category: Cloud Computing

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: Deep Learning
Category: Artificial Neural Networks
Category: Algorithms
Category: Google Cloud Platform
Category: Applied Machine Learning
Category: Machine Learning Algorithms
Category: Machine Learning
Category: Unsupervised Learning
Category: Reinforcement Learning

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Instructor

Google Cloud Training
Google Cloud
1,819 Courses3,379,058 learners

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Google Cloud

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¹ Median salary and job opening data are sourced from Lightcast™ Job Postings Report. Content Creator, Machine Learning Engineer and Salesforce Development Representative (1/1/2024 - 12/31/2024) All other job roles (5/1/2024 - 5/1/2025)