Basic Image Classification with TensorFlow
Create, train and evaluate a neural network in TensorFlow
Understand the basics of neural networks
Solve classification problems with neural networks
在面试中展现此实践经验
In this 2-hour long project-based course, you will learn the basics of using Keras with TensorFlow as its backend and use it to solve a basic image classification problem. By the end of this project, you will have created, trained, and evaluated a Neural Network model that will be able to predict digits from hand-written images with a high degree of accuracy. You also will have learned the fundamentals of neural networks, TensorFlow, and Keras. 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.
Some experience in Python programming is recommended
您要培养的技能
分步进行学习
在与您的工作区一起在分屏中播放的视频中，您的授课教师将指导您完成每个步骤：
Encode the labels
Understand neural networks
Preprocess image examples
Create a neural network model
Train the model to fit the dataset
Evaluate the model
Visualize the predictions
指导项目工作原理
您的工作空间就是浏览器中的云桌面，无需下载
在分屏视频中，您的授课教师会为您提供分步指导
审阅
来自BASIC IMAGE CLASSIFICATION WITH TENSORFLOW的热门评论
Perfect for beginners to understand basics of Neural Networks for Image classification. Instructor made sure that all the details of classes used are detailed with necessary demonstrations
The course is very well structured and explained. It is a very good course for the beginners to understand the image classification problem and build their first Machine learning project.
Just like the title of this course, it's completely basic. A little bit of more theory could have been explained but that was not a problem for my case. Well explained project. Liked it.
A very simple, smart and effective course on Image Classification with Tensorflow. The Instrucor for this course was outstanding. This course will help me a lot in future.
常见问题
常见问题
指导 项目 可在台式设备和移动设备上学习吗？
指导 项目 的讲师是谁？
我能在完成指导 项目 后从中下载作品吗？
我需要具备多少经验才能做这个指导 项目？
我能直接通过 Web 浏览器来完成此指导 项目，而不必安装特殊软件吗？
指导 项目 的学习体验如何？
还有其他问题吗？请访问 学生帮助中心。
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