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Creating Multi Task Models With Keras に戻る

Coursera Project Network による Creating Multi Task Models With Keras の受講者のレビューおよびフィードバック

4.7
35件の評価
5件のレビュー

コースについて

In this 1 hour long guided project, you will learn to create and train multi-task, multi-output models with Keras. You will learn to use Keras' functional API to create a multi output model which will be trained to learn two different labels given the same input example. The model will have one input but two outputs. A few of the shallow layers will be shared between the two outputs, you will also use a ResNet style skip connection in the model. If you are familiar with Keras, you have probably come across examples of models that are trained to perform multiple tasks. For example, an object detection model where a CNN is trained to find all class instances in the input images as well as give a regression output to localize the detected class instances in the input. Being able to use Keras' functional API is a first step towards building complex, multi-output models like object detection models. We will be using TensorFlow as our machine learning framework. The project uses the Google Colab environment. You will need prior programming experience in Python. You will also need prior experience with Keras. Consider this to be an intermediate level Keras project. This is a practical, hands on guided project for learners who already have theoretical understanding of Neural Networks, Convolutional Neural Networks, and optimization algorithms like gradient descent but want to understand how to use use Keras to write custom, more complex models than just plain sequential neural networks. 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....

人気のレビュー

GP
2021年6月30日

This course is pretty good, that I learned many concepts in one hour. The instructor too very good that his way of explanation made me to understand it quickly.

MS
2021年5月14日

Amit is awesome. You are one the best instructors/teachers , I have ever seen in my life.

フィルター:

Creating Multi Task Models With Keras: 1 - 5 / 5 レビュー

by GOSU P

2021年7月1日

This course is pretty good, that I learned many concepts in one hour. The instructor too very good that his way of explanation made me to understand it quickly.

by Md. F I

2021年5月15日

Amit is awesome. You are one the best instructors/teachers , I have ever seen in my life.

by Tưởng N H

2021年6月28日

great course

by Sanjay K

2021年2月22日

The project was simple yet provided the core idea of going for multitask model with an interesting use-case.

by Jing Z

2021年2月18日

Great lesson!