Deep Learning

Completed by Radu Nicolae

August 25, 2023

Approximately 3 months at 10 hours a week to complete

Course Certificates Completed

Structuring Machine Learning Projects

Neural Networks and Deep Learning

Sequence Models

Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

Convolutional Neural Networks

View certificate for Radu Nicolae, 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

Structuring Machine Learning Projects

DeepLearning.AI

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

Completed by: Radu Nicolae by August 10, 2023

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

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Neural Networks and Deep Learning

DeepLearning.AI

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

Completed by: Radu Nicolae by August 3, 2023

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

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Sequence Models

DeepLearning.AI

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

Completed by: Radu Nicolae by August 25, 2023

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

View this certificate

Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

DeepLearning.AI

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

Completed by: Radu Nicolae by August 9, 2023

At the rate of 5 hours a week, it typically takes 5 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: Radu Nicolae by August 16, 2023

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

View this certificate