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

from 1,993 reviews of courses in this program

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

from 1,993 reviews of courses in this program

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

What you'll learn

Details to know

Shareable certificate

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Taught in English

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Advance your subject-matter expertise

  • 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

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: Google Cloud Platform
Category: Performance Tuning
Category: Model Deployment
Category: Scalability
Category: Hybrid Cloud Computing
Category: Tensorflow
Category: Distributed Computing
Category: Machine Learning
Category: Systems Architecture
Category: MLOps (Machine Learning Operations)
Category: Model Evaluation
Category: Systems Design

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: Transfer Learning
Category: Model Evaluation
Category: Deep Learning
Category: Applied Machine Learning
Category: Tensorflow
Category: Feature Engineering
Category: Convolutional Neural Networks
Category: Google Cloud Platform
Category: Data Preprocessing
Category: Computer Vision
Category: Artificial Neural Networks
Category: Image Analysis
Category: Cloud API
Category: Classification Algorithms

What you'll learn

Skills you'll gain

Category: Feature Engineering
Category: Artificial Neural Networks
Category: Model Evaluation
Category: Transfer Learning
Category: Deep Learning
Category: Recurrent Neural Networks (RNNs)
Category: Natural Language Processing
Category: Embeddings
Category: Tensorflow
Category: AI Workflows
Category: Google Cloud Platform

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: Embeddings
Category: Google Cloud Platform
Category: Feature Engineering
Category: Artificial Neural Networks
Category: Applied Machine Learning
Category: Machine Learning
Category: Deep Learning
Category: Reinforcement Learning
Category: Data Preprocessing
Category: Artificial Intelligence and Machine Learning (AI/ML)
Category: Unsupervised Learning
Category: Data Pipelines

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Instructor

Google Cloud Training
Google Cloud
2,041 Courses 3,905,705 learners

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Google Cloud

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