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所在平台: Coursera专项课程 课程类别: 计算机科学 大学或机构: CourseraNew |
课程主页: https://www.coursera.org/specializations/tensorflow-in-practice
课程评论：没有评论
课程名称：TensorFlow在实践专业化 概述： 本课程探索软件开发人员在流行开源机器学习框架TensorFlow中构建可扩展的AI驱动算法所需的工具。在这四门专业课程中，您将深入了解AI应用的广阔前景。课程开始时，您将学习如何构建和训练神经网络，并通过卷积技术提升网络性能，从而使其能够识别真实图像。同时，您将教授机器使用自然语言处理系统来理解、分析和响应人类语音。您还将学习处理文本、将句子表示为向量并将数据输入到神经网络中。课程中，您甚至将训练AI创作原创诗歌！ AI技术正在全球各个行业中带来变革。完成本专业化课程后，您将能够将新的TensorFlow技能应用于各种问题和项目。 如果您正在寻找更高级的TensorFlow内容，可以查看“TensorFlow：数据与部署专业化”。 课程大纲： 1. [引言到TensorFlow，用于人工智能、机器学习和深度学习](https://www.coursera.org/learn/introduction-tensorflow) 2. [TensorFlow中的卷积神经网络](https://www.coursera.org/learn/convolutional-neural-networks-tensorflow) 3. [TensorFlow中的自然语言处理](https://www.coursera.org/learn/natural-language-processing-tensorflow) 4. [序列、时间序列与预测](https://www.coursera.org/learn/tensorflow-sequences-time-series-and-prediction) 这门课程由DeepLearning.AI提供，适合希望构建可扩展AI驱动算法的软件开发者。立即注册，免费学习！
Course Link: https://www.coursera.org/learn/introduction-tensorflow
Name:Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning
Description:Offered by DeepLearning.AI. If you are a software developer who wants to build scalable AI-powered algorithms, you need to understand how to ... Enroll for free.
Course Link: https://www.coursera.org/learn/convolutional-neural-networks-tensorflow
Name:Convolutional Neural Networks in TensorFlow
Description:Offered by DeepLearning.AI. If you are a software developer who wants to build scalable AI-powered algorithms, you need to understand how to ... Enroll for free.
Course Link: https://www.coursera.org/learn/natural-language-processing-tensorflow
Name:Natural Language Processing in TensorFlow
Description:Offered by DeepLearning.AI. If you are a software developer who wants to build scalable AI-powered algorithms, you need to understand how to ... Enroll for free.
Course Link: https://www.coursera.org/learn/tensorflow-sequences-time-series-and-prediction
Name:Sequences, Time Series and Prediction
Description:Offered by DeepLearning.AI. If you are a software developer who wants to build scalable AI-powered algorithms, you need to understand how to ... Enroll for free.
Discover the tools software developers use to build scalable AI-powered algorithms in TensorFlow, a popular open-source machine learning framework. In this four-course Specialization, you’ll explore exciting opportunities for AI applications. Begin by developing an understanding of how to build and train neural networks. Improve a network’s performance using convolutions as you train it to identify real-world images. You’ll teach machines to understand, analyze, and respond to human speech with natural language processing systems. Learn to process text, represent sentences as vectors, and input data to a neural network. You’ll even train an AI to create original poetry! AI is already transforming industries across the world. After finishing this Specialization, you’ll be able to apply your new TensorFlow skills to a wide range of problems and projects. Looking for more advanced TensorFlow content? Check out the new TensorFlow: Data and Deployment Specialization.
TensorFlow在实践专业化中的应用：探索软件开发人员在流行的开源机器学习框架TensorFlow中构建可扩展的AI驱动算法的工具。 在这四门专业课程中，您将探索AI应用程序带来的令人兴奋的机会。从对如何构建和训练神经网络的理解开始。在您训练卷积以识别实际图像时，使用卷积来改善网络的性能。您将教机器使用自然语言处理系统来理解，分析和响应人类语音。学习处理文本，将句子表示为向量以及将数据输入到神经网络。您甚至会训练AI来创作原创诗歌！ 人工智能已经在改变世界各地的产业。完成本专业课程后，您将可以将新的TensorFlow技能应用于各种问题和项目。 寻找更多高级TensorFlow内容？查看新的TensorFlow：数据和部署专业化。
