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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
8,215 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

MH

May 23, 2019

A very comprehensive and easy to learn course on Tensor Flow. I am really impressed by the Instructor ability to teach difficult concept with ease. I will look forward another course of this series.

CM

Apr 30, 2019

A patient and coherent introduction. At the end, you have good working code you can use elsewhere. Remarkably, the primary lecturer, Laurence Moroney, responds fairly quickly to posts in the forum.

筛选依据:

301 - Convolutional Neural Networks in TensorFlow 的 325 个评论(共 1,269 个)

创建者 Saptashwa B (

Oct 16, 2019

Very effective notebooks and the suggested resources along the way were helpful. Enjoyed thoroughly!

创建者 Kenechukwu N

Sep 10, 2019

This is a great course but I will advise taking Andrew's "Deep Learning Specialization" before this.

创建者 Chirag S

Aug 1, 2019

Laurence is just awesome. Kudos to his team and special thanks to Coursera and Deeplearning.ai team

创建者 George M

Dec 23, 2020

Very good course in providing the basics on how to make a multi-class classifier with limited data.

创建者 Francisco P E

Oct 21, 2020

The labs are really helpful to understand the concepts! so far the labs that I have liked the most!

创建者 Deepak K

Oct 14, 2019

The course is really amazing in the way it is taught. Perfect combination of practice and guidance.

创建者 [email protected]

Jan 29, 2025

Link https://storage.googleapis.com/laurencemoroney-blog.appspot.com/rps.zip doesn't seem to work.

创建者 Abdelrahman M

Dec 15, 2020

I hope you give more sessions before the last assignment it needs more explanation for the details

创建者 全玉湖

Aug 2, 2019

These wonderful courses help me learn a lot, and I really want to thank the teacher and the staff.

创建者 Malik H

Jan 3, 2022

Amazing. I have learned many things. I really like because this involves practical implementation

创建者 Rohan P

Jul 12, 2020

This course was absolutely fantastic! Very well explained. Great content. Fun, hand-on exercises.

创建者 Chandrasekhara S V

May 10, 2020

Very good course. Thanks Laurence Moroney for detailed explanation and comprehensive assignments.

创建者 Rohit N

May 8, 2020

The amount of crisp detail to this course is one of the standout features of this specialization.

创建者 Richard S

Sep 14, 2019

Great course digging into convnets, augmentation, transfer learning and multiclass classification

创建者 Biranchi N N

Jul 30, 2019

Excellent course on CNN. Learnt about Transfer Learning, Fine tuning and Image Data Augmentation.

创建者 George Z

Apr 18, 2020

Look at Rock paper scissors issue stuck at epoch 1 and preprocessing of the last sign mnist lab.

创建者 Dave P

Jan 25, 2020

Laurence does a great job. Very easy to understand. Andrew, as always, provides great insight.

创建者 Mohamed j P

Jul 5, 2020

Its a great learning. You will acquire main skills like Transfer learning, Image Augmentation .

创建者 Pablo L

Feb 18, 2021

I am anxious to start working on the next level of DNN, Natural Language Processing here I go!

创建者 Yoon-Kit Y

Oct 1, 2020

The final exercise is a curveball - make sure you understand the fundamentals taught early on!

创建者 Barka T

Jan 20, 2020

I learnt a lot through this course, object detection and recognition with tensorflow made easy

创建者 Shashank T

Jan 2, 2020

This will help in understanding the basics and will enable the individual to work effectively.

创建者 DIPTESH B

Oct 21, 2020

It was a good course but I think the graded notebooks should have more detailed instructions.

创建者 YAN B

Jun 22, 2020

Great presentation and practice sets. Need to improve the quality of explanation of the code.

创建者 Sai V A

May 22, 2020

This is the best course if you want to learn the basics of using Tensorflow and Deep Learning