Artificial Neural NetworkConvolutional Neural NetworkTensorflowRecurrent Neural NetworkTransformers
Deep Learning
Completed by Adrian-Ioan Lita
September 7, 2019
At the rate of 5 hours a week, it typically takes 5 weeks to complete this course. average per course
Adrian-Ioan Lita's account is verified. Coursera certifies their successful completion of DeepLearning.AI Deep Learning Specialization.
Course Certificates Completed
Structuring Machine Learning Projects
Convolutional Neural Networks
Sequence Models
Neural Networks and Deep Learning
Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization
What you will learn
Build & train deep neural networks, identify key architecture parameters, & implement efficient neural networks & deep learning to your applications
Train test sets & analyze variance for DL applications, use standard techniques & optimization algorithms, & build neural networks in TensorFlow
Build a CNN & apply it to detection & recognition tasks, use neural style transfer to generate art, & apply algorithms to image, video, & 2D/3D data
Build & train RNNs, work with NLP & Word Embeddings, & use HuggingFace tokenizers & transformer models to perform tasks like NER & Question Answering
Skills you will gain
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: Adrian-Ioan Lita by August 26, 2019
2 weeks of study, 3-4 hours/week
Convolutional Neural Networks
DeepLearning.AI
Taught by: Andrew Ng, Kian Katanforoosh & Younes Bensouda Mourri
Completed by: Adrian-Ioan Lita by August 31, 2019
At the rate of 5 hours a week, it typically takes 5 weeks to complete this course.
Sequence Models
DeepLearning.AI
Taught by: Andrew Ng, Kian Katanforoosh & Younes Bensouda Mourri
Completed by: Adrian-Ioan Lita by September 7, 2019
At the rate of 5 hours a week, it typically takes 5 weeks to complete this course.
Neural Networks and Deep Learning
DeepLearning.AI
Taught by: Andrew Ng, Kian Katanforoosh & Younes Bensouda Mourri
Completed by: Adrian-Ioan Lita by August 21, 2019
At the rate of 5 hours a week, it typically takes 5 weeks to complete this course.
Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization
DeepLearning.AI
Taught by: Andrew Ng, Kian Katanforoosh & Younes Bensouda Mourri
Completed by: Adrian-Ioan Lita by August 23, 2019
At the rate of 5 hours a week, it typically takes 5 weeks to complete this course.
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