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Advanced Machine Learning on Google Cloud Specialization

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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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4.5

(1,971 reviews)

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

(1,971 reviews)

Advanced level
Designed for those already in the industry
4 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

See how employees at top companies are mastering in-demand skills

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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: Tensorflow
Category: Google Cloud Platform
Category: Performance Tuning
Category: Data Pipelines
Category: Distributed Computing
Category: Hybrid Cloud Computing
Category: Machine Learning
Category: MLOps (Machine Learning Operations)
Category: Systems Design
Category: Systems Architecture
Category: Applied Machine Learning
Category: Scalability

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: Image Analysis
Category: Computer Vision
Category: Artificial Neural Networks
Category: Deep Learning
Category: Tensorflow
Category: Machine Learning Methods
Category: Cloud API
Category: Data Processing
Category: Small Data
Category: Applied Machine Learning
Category: Feature Engineering
Category: Artificial Intelligence and Machine Learning (AI/ML)
Category: Supervised Learning

What you'll learn

Skills you'll gain

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

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

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Instructor

Google Cloud Training
Google Cloud
1,851 Courses3,462,626 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 (6/1/2024 - 6/1/2025)