关于此 专项课程

The Deep Learning Specialization is our foundational program that will help you understand the capabilities, challenges, and consequences of deep learning and prepare you to participate in the development of leading-edge AI technology. In this Specialization, you will build neural network architectures such as Convolutional Neural Networks, Recurrent Neural Networks, LSTMs, Transformers, and learn how to make them better with strategies such as Dropout, BatchNorm, Xavier/He initialization, and more. You will master these theoretical concepts and their industry applications using Python and TensorFlow. You will tackle real-world case studies such as autonomous driving, sign language reading, music generation, computer vision, speech recognition, and natural language processing. AI is transforming many industries. The Deep Learning Specialization provides a pathway for you to gain the knowledge and skills to apply machine learning to your work, level up your technical career, and take the definitive step in the world of AI. Along the way, you will get career advice from deep learning experts from industry and academia.
学生职业成果
38%
完成此 专项课程 后开始了新的职业。
14%
加薪或升职。
可分享的证书
完成后获得证书
100% 在线课程
立即开始,按照自己的计划学习。
灵活的计划
设置并保持灵活的截止日期。
中级
完成课程大约需要 4 个月
建议进度:5 小时/周
英语(English)
学生职业成果
38%
完成此 专项课程 后开始了新的职业。
14%
加薪或升职。
可分享的证书
完成后获得证书
100% 在线课程
立即开始,按照自己的计划学习。
灵活的计划
设置并保持灵活的截止日期。
中级
完成课程大约需要 4 个月
建议进度:5 小时/周
英语(English)

此专项课程包含 5 门课程

课程1

课程 1

神经网络与深度学习

4.9
103,071 个评分
20,621 条评论
课程2

课程 2

Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

4.9
57,364 个评分
6,590 条评论
课程3

课程 3

Structuring Machine Learning Projects

4.8
45,722 个评分
5,216 条评论
课程4

课程 4

Convolutional Neural Networks

4.9
38,230 个评分
5,012 条评论

提供方

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deeplearning.ai

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