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Classify Images of Cats and Dogs using Transfer Learning

Offered By: Google Cloud via Coursera

Tags

Transfer Learning Courses Machine Learning Courses TensorFlow Courses Image Classification Courses

Course Description

Overview

This is a self-paced lab that takes place in the Google Cloud console. TensorFlow is an end-to-end open source platform for machine learning. It has a comprehensive, flexible ecosystem of tools, libraries and community resources that lets researchers push the state-of-the-art in ML and developers easily build and deploy ML powered applications. This lab uses transfer learning to train your machine. In transfer learning, when you build a new model to classify your original dataset, you reuse the feature extraction part and re-train the classification part with your dataset. This method uses less computational resources and training time. Deep learning from scratch can take days, but transfer learning can be done in short order.

Syllabus

  • Classify Images of Cats and Dogs using Transfer Learning

Taught by

Google Cloud Training

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