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Image Understanding with TensorFlow on GCP, Google Cloud

4.7
60 ratings
12 reviews

About this Course

This is the third course of the Advanced Machine Learning on GCP specialization. In this course, We will take a look at different strategies for building an image classifier using convolutional neural networks. We'll improve the model's accuracy with augmentation, feature extraction, and fine-tuning hyperparameters while trying to avoid overfitting our data. We will also look at practical issues that arise, for example, when you don’t have enough data and how to incorporate the latest research findings into our models. You will get hands-on practice building and optimizing your own image classification models on a variety of public datasets in the labs we’ll work on together. Prerequisites: Basic SQL, familiarity with Python and TensorFlow...

Top reviews

By EU

Sep 21, 2018

A very good course, with cutting edge research about Deep Learning, Go google :-) !

By HM

Nov 16, 2018

Very good course on CNNs. The labs were cool. Thank you!

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11 Reviews

By Raja Ranjith Garikapati

Dec 09, 2018

Great learning on Image ML models...

By Carlos Viejo

Dec 09, 2018

The course provides an excellent overview of Image Understanding with TF and the utilization of all the capabilities of GCP to build productionable image systems.

By Please

Dec 07, 2018

思路很清晰,每一个课程讲解的都很明白,本觉得课程内容有些少,对于很多概念讲解的很浅显,但是想一下和门课主要是讲TensorFlow的,也就不这么苛刻了,老师语速适中,不十分推荐新手,尤其是英语不是特别棒的新手观看,少许有一些图像相关的了解看起来会快一些,还有就是觉得实验方面不是很好,主要还是感觉这种形式的实验其实自己在电脑上就可以做了,没必要很复杂的在GoogleCloud上费时间,希望改进一下Lab吧

By Anjani K Shiwakoti

Nov 28, 2018

Really interesting labs in this course!.Thank you!

By Hemant Devidas Kshirsagar

Nov 28, 2018

Good material

By Luiz Gustavo Martins

Nov 25, 2018

Great Course!

By Harold Lawrence Marzan Mercado

Nov 16, 2018

Very good course on CNNs. The labs were cool. Thank you!

By Jun Wang

Nov 08, 2018

An excellent course. Clear, concise and comprehensive.

By 林佳佑

Nov 02, 2018

this Courser teach a ongoing technique in GCP, and the world

The AUTOML is fascinated technique for learning

By Atichat Panno

Oct 05, 2018

Good