關於此 專項課程

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.
學生職業成果
38%
完成此 專項課程 後開始了新的職業。
14%
加薪或升職。
可分享的證書
完成後獲得證書
100% 在線課程
立即開始,按照自己的計劃學習。
靈活的計劃
設置並保持靈活的截止日期。
中級
完成課程大約需要 4 個月
建議進度:5 小時/週
英語(English)
學生職業成果
38%
完成此 專項課程 後開始了新的職業。
14%
加薪或升職。
可分享的證書
完成後獲得證書
100% 在線課程
立即開始,按照自己的計劃學習。
靈活的計劃
設置並保持靈活的截止日期。
中級
完成課程大約需要 4 個月
建議進度:5 小時/週
英語(English)

此專項課程包含 5 門課程

課程1

課程 1

神经网络与深度学习

4.9
103,147 個評分
20,628 條評論
課程2

課程 2

Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

4.9
57,396 個評分
6,594 條評論
課程3

課程 3

Structuring Machine Learning Projects

4.8
45,739 個評分
5,219 條評論
課程4

課程 4

Convolutional Neural Networks

4.9
38,255 個評分
5,018 條評論

提供方

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deeplearning.ai

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