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[ FreeCourseWeb ] Hands-On Transfer Learning with TensorFlow 2.0

Torrent: [ FreeCourseWeb ] Hands-On Transfer Learning with TensorFlow 2.0
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[ FreeCourseWeb.com ] Hands-On Transfer Learning with TensorFlow 2.0

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MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
May 28, 2020 | ISBN: 9781789953947 | English
Duration: Lessons (1h 25m) | Size: 303.3 MB
Hands-on implementation with the power of TensorFlow 2.0
Learn
Build your own image classification application using Convolutional Neural Networks and TensorFlow 2.0
Improve any image classification system by leveraging the power of transfer learning on Convolutional Neural Networks, in only a few lines of code
Discover how users feel about IMDB movies by building a Sentiment Analysis system utilizing the power of Recurrent Neural Networks and the TensorFlow 2.0 high-level API
Learn how to perform transfer learning on Recurrent Neural Networks and powerfully improve any text-based system
Learn how to use TensorFlow Hub to make transfer learning much easier

About
Transfer learning involves using a pre-trained model on a new problem. It is currently very popular in the field of Deep Learning because it enables you to train Deep Neural Networks with comparatively little data. In Transfer learning, knowledge of an already trained Machine Learning model is applied to a different but related problem.

The general idea is to use knowledge, which a model has learned from a task where a lot of labeled training data is available, in a new task where we don't have a lot of data. Instead of starting the learning process from scratch, you start from patterns that have been learned by solving a related task.

In this course, learn how to implement transfer learning to solve a different set of machine learning problems by reusing pre-trained models to train other models. Hands-on examples with transfer learning will get you started, and allow you to master how and why it is extensively used in different reinforcement learning domains.

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Added: 2020-06-02 11:08:15
Language: English
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Release name: [ FreeCourseWeb ] Hands-On Transfer Learning with TensorFlow 2.0
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