Google Cloud
Advance Machine Learning on Google Cloud with Keras Specialization
Google Cloud

Advance Machine Learning on Google Cloud with Keras 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

(1,986 reviews)

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

(1,986 reviews)

Advanced level
Designed for those already in the industry
1 month at 10 hours a week
Flexible schedule
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

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

Google Cloud Platform, Computer Vision, Image Analysis, Deep Learning, Artificial Neural Networks, Tensorflow, Cloud API, Applied Machine Learning, Small Data, Feature Engineering, and Supervised Learning

What you'll learn

Skills you'll gain

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

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

Google Cloud Platform, Reinforcement Learning, Applied Machine Learning, Artificial Neural Networks, Machine Learning, AI Personalization, Deep Learning, Predictive Modeling, Artificial Intelligence and Machine Learning (AI/ML), Algorithms, Machine Learning Algorithms, and Data Processing

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Instructor

Google Cloud Training
Google Cloud
1,991 Courses3,633,802 learners

Offered by

Google Cloud

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