Deep Learning

Completed by Tzu-Heng Lin

March 7, 2018

Approximately 3 months at 10 hours a week to complete

Course Certificates Completed

Neural Networks and Deep Learning

Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

Structuring Machine Learning Projects

Convolutional Neural Networks

Sequence Models

View certificate for Tzu-Heng Lin, Deep Learning, offered through Coursera. Congratulations! You have completed all 5 courses of the Deep Learning Specialization.

In this Specialization, you built neural network architectures such as Convolutional Neural Networks, Recurrent Neural Networks, LSTMs, Transformers, and learned how to make them better with strategies such as Dropout, BatchNorm, and Xavier/He initialization. You mastered these theoretical concepts, learned their industry applications using Python and TensorFlow, and tackled real-world cases such as speech recognition, music synthesis, chatbots, machine translation, natural language processing, and more.

You are now familiar with the capabilities and challenges of deep learning. You are ready to take the definitive step in the world of AI and participate in the development of leading-edge technology.

Course Certificates

Earned after completing each course in the Specialization

Neural Networks and Deep Learning

DeepLearning.AI

Taught by: Andrew Ng, Kian Katanforoosh & Younes Bensouda Mourri

Completed by: Tzu-Heng Lin by October 22, 2017

At the rate of 5 hours a week, it takes roughly 5 weeks to finish each course in the Specialization.

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Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

DeepLearning.AI

Taught by: Andrew Ng, Kian Katanforoosh & Younes Bensouda Mourri

Completed by: Tzu-Heng Lin by October 29, 2017

At the rate of 5 hours a week, it typically takes 5 weeks to complete this course

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Structuring Machine Learning Projects

DeepLearning.AI

Taught by: Andrew Ng, Younes Bensouda Mourri & Kian Katanforoosh

Completed by: Tzu-Heng Lin by November 6, 2017

At the rate of 5 hours a week, it typically takes 4 weeks to complete this course

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Convolutional Neural Networks

DeepLearning.AI

Taught by: Andrew Ng, Kian Katanforoosh & Younes Bensouda Mourri

Completed by: Tzu-Heng Lin by March 2, 2018

At the rate of 5 hours a week, it typically takes 5 weeks to complete this course

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Sequence Models

DeepLearning.AI

Taught by: Andrew Ng, Kian Katanforoosh & Younes Bensouda Mourri

Completed by: Tzu-Heng Lin by March 7, 2018

At the rate of 5 hours a week, it typically takes 5 weeks to complete this course

View this certificate