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学生对 DeepLearning.AI 提供的 Convolutional Neural Networks in TensorFlow 的评价和反馈

4.7
8,216 个评分

课程概述

If you are a software developer who wants to build scalable AI-powered algorithms, you need to understand how to use the tools to build them. This course is part of the DeepLearning.AI TensorFlow Developer Specialization and will teach you best practices for using TensorFlow, a popular open-source framework for machine learning. In Course 2 of the DeepLearning.AI TensorFlow Developer Specialization, you will learn advanced techniques to improve the computer vision model you built in Course 1. You will explore how to work with real-world images in different shapes and sizes, visualize the journey of an image through convolutions to understand how a computer “sees” information, plot loss and accuracy, and explore strategies to prevent overfitting, including augmentation and dropout. Finally, Course 2 will introduce you to transfer learning and how learned features can be extracted from models. The Machine Learning course and Deep Learning Specialization from Andrew Ng teach the most important and foundational principles of Machine Learning and Deep Learning. This new deeplearning.ai TensorFlow Specialization teaches you how to use TensorFlow to implement those principles so that you can start building and applying scalable models to real-world problems. To develop a deeper understanding of how neural networks work, we recommend that you take the Deep Learning Specialization....

热门审阅

AK

Jun 4, 2020

Laurence Moroney is the best. Before taking up the course, i didnt know anything about the AI or ML or Tensorflow. The concepts were explained in such a manner that anyone can learn Tensorflow.

TM

Oct 5, 2020

Excellent and detailed on how to create a convolutional neural network using TensorFlow as well as explaining how to solve problems such as low accuracy, overfitting and even improving the dataset.

筛选依据:

1001 - Convolutional Neural Networks in TensorFlow 的 1025 个评论(共 1,269 个)

创建者 Arun P R

Apr 18, 2020

Need to more specific about the instructions given for Programming Assignment

创建者 Damon W

Oct 8, 2019

Good practical course. A bit heavy on visual images, but very informative.

创建者 Ma Y

Jun 19, 2020

Excellent materials and assignments! May be lectures can be a bit longer.

创建者 Shaun M

Feb 22, 2020

greaded assignments are needed as they help to understand the code better

创建者 Ruben A M

Aug 20, 2020

the course is good, however, I feel that the content is stretched a lot.

创建者 Chid

Oct 5, 2020

The course could have been a bit more complicated. It feels too simple.

创建者 Prashant

Aug 28, 2020

Last week excercise was a little bit challenging ,overall great course.

创建者 Vikas l

Jun 7, 2020

This Covers pretty well more than basics and dig little deep into CNNs.

创建者 Miguel C

Sep 27, 2022

Needs to be updated with non-deprecated functions from Keras and TF.

创建者 LeX X

Jul 14, 2023

last lab with 64 category ... labels shape ,must be 64 for fix model

创建者 Ahmed K

May 19, 2020

Focusing more on the code for python beginners would be much better!

创建者 Rishabh B

Feb 1, 2020

Could have had tougher exercises. Great basics course nevertheless!

创建者 Xiangzhen Z

Aug 17, 2019

a little bit too easy compared to Andrew Ng's deep learning course.

创建者 Sergio R

Dec 9, 2020

Excellent course, the teacher is good, I love learning all, thanks

创建者 Zhou D

Jun 19, 2019

actually I hope there will be the implementation of detection task

创建者 Amardeep S

Dec 29, 2019

The homework assignments should be required and more challenging

创建者 Longchao J

Feb 6, 2021

The last assignment is poorly designed. Others are good enough.

创建者 Sharvil G

Aug 6, 2019

Transfer learning part should have been in more detail. Thanks.

创建者 Ifrah M

May 14, 2020

A little bit of more explanation of the notebooks are required

创建者 Daniel A O C

Apr 3, 2021

El curso es útil para implementar una red convolucional desde

创建者 Muhammad U

Aug 18, 2019

A well taught course with interesting coursework and projects

创建者 Bethel H

May 11, 2020

One of the best courses offered by deeplearning.ai community

创建者 Anmol J

Apr 26, 2024

Good starting point to understand and implement Tensorflow

创建者 Fernando P

Jul 30, 2021

amazing!! I really understand the path with TensorFlow!!

创建者 Adnan Q

May 4, 2020

Very good course dealing with image convolutions and CNN