Deep Learning

Completed by Ian Smith

December 30, 2018

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

Course Certificates Completed

Neural Networks and Deep Learning

Sequence Models

Structuring Machine Learning Projects

Convolutional Neural Networks

Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

View certificate for Ian Smith, Deep Learning, offered through Coursera. Congratulations! You have completed all five 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, Xavier/He initialization, and more. You mastered these theoretical concepts and their application using Python and TensorFlow and also tackled real-world case studies such as autonomous driving, sign language reading, music generation, computer vision, speech recognition, and natural language processing. 

You're now familiar with the capabilities, challenges, and consequences of deep learning and are ready to participate in the development of leading-edge AI 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: Ian Smith by May 6, 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: Ian Smith by December 30, 2018

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: Ian Smith by November 11, 2018

2 weeks of study, 3-4 hours/week

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Convolutional Neural Networks

DeepLearning.AI

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

Completed by: Ian Smith by December 9, 2018

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

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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: Ian Smith by May 27, 2018

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

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