Google Cloud
Advanced Machine Learning on Google Cloud Specialization
63,323 enrolled
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

(1,979 reviews)

Advanced level
Designed for those already in the industry
Flexible schedule
1 month at 10 hours a week
Earn a career credential
Share your expertise with employers
Get in-depth knowledge of a subject

(1,979 reviews)

Advanced level
Designed for those already in the industry
Flexible schedule
1 month at 10 hours a week
Earn a career credential
Share your expertise with employers

What you'll learn

What’s included

Shareable certificate

Add to your LinkedIn profile

Taught in English
19 practice exercises

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: Tensorflow
Category: Data Validation
Category: Google Cloud Platform
Category: Performance Tuning
Category: Data Pipelines
Category: Distributed Computing
Category: Hybrid Cloud Computing
Category: Applied Machine Learning
Category: Machine Learning
Category: Software Architecture
Category: MLOps (Machine Learning Operations)
Category: Mobile Development
Category: Artificial Intelligence and Machine Learning (AI/ML)
Category: Scalability
Category: Systems Design
Category: Cloud Computing Architecture
Category: Systems Architecture

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: Computer Vision
Category: Image Analysis
Category: Artificial Neural Networks
Category: Deep Learning
Category: Tensorflow
Category: Cloud API
Category: Application Programming Interface (API)
Category: Data Processing
Category: Artificial Intelligence and Machine Learning (AI/ML)
Category: Applied Machine Learning

What you'll learn

Skills you'll gain

Category: Natural Language Processing
Category: Google Cloud Platform
Category: Large Language Modeling
Category: Artificial Neural Networks
Category: Feature Engineering
Category: Cloud API
Category: Tensorflow
Category: Deep Learning
Category: Artificial Intelligence and Machine Learning (AI/ML)
Category: Application Programming Interface (API)
Category: Cloud Computing Architecture

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: Google Cloud Platform
Category: Reinforcement Learning
Category: Machine Learning
Category: Applied Machine Learning
Category: Artificial Neural Networks
Category: Machine Learning Algorithms
Category: Unsupervised Learning
Category: Feature Engineering
Category: Deep Learning
Category: Artificial Intelligence and Machine Learning (AI/ML)
Category: Predictive Modeling
Category: Data Processing

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Instructor

Google Cloud Training
Google Cloud
1,915 Courses3,546,322 learners

Offered by

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 (8/1/2024 - 8/1/2025)