Name: Hyperparameter Tuning with Keras Tuner
Brand: Coursera Project Network
Availability: OnlineOnly
Rating: 4.6 (9 reviews)

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学生对 Coursera Project Network 提供的 Hyperparameter Tuning with Keras Tuner 的评价和反馈

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70 个评分

课程概述

In this 2-hour long guided project, we will use Keras Tuner to find optimal hyperparamters for a Keras model. Keras Tuner is an open source package for Keras which can help machine learning practitioners automate Hyperparameter tuning tasks for their Keras models. The concepts learned in this project will apply across a variety of model architectures and problem scenarios. Please note that we are going to learn to use Keras Tuner for hyperparameter tuning, and are not going to implement the tuning algorithms ourselves. At the time of recording this project, Keras Tuner has a few tuning algorithms including Random Search, Bayesian Optimization and HyperBand. In order to complete this project successfully, you will need prior programming experience in Python. This is a practical, hands on guided project for learners who already have theoretical understanding of Neural Networks, and optimization algorithms like gradient descent but want to understand how to use Keras Tuner to start optimizing hyperparameters for training their Keras models. You should also be familiar with the Keras API. Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions....

1 - Hyperparameter Tuning with Keras Tuner 的 9 个评论（共 9 个）

创建者 Walt O

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Jan 2, 2022

Very beneficial for deep learning with Keras practitioners. I loved it, and will be using it as a reference subsequently.

创建者 pranay s

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Sep 29, 2021

loved it hope to find new courses like this

创建者 Sahil V

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Jun 19, 2021

Helpful foundation course for Keras Tuner.

创建者 Saharsh S

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Mar 27, 2022

The manner it was explanined was amazing

创建者 Libero P

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Sep 7, 2025

Πολύ καλό μάθημα.

创建者 Dennis L

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Jan 4, 2021

Too complicated

创建者 Mario E S M

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Jun 1, 2022

Excellent

创建者 Rohit B

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Aug 3, 2022

The course is well taught. A bit more insight in to concepts would have been better. And it need to be updated to the laters version of Keras tuner. The kerastuner used in this project is now deprecated.