Artificial Neural NetworkConvolutional Neural NetworkTensorflowRecurrent Neural NetworkTransformers
Deep Learning
Completed by Johan Lagerlöf
February 26, 2018
At the rate of 5 hours a week, it typically takes 5 weeks to complete this course. average per course
Johan Lagerlöf's account is verified. Coursera certifies their successful completion of DeepLearning.AI Deep Learning Specialization.
Course Certificates Completed
Neural Networks and Deep Learning
Convolutional Neural Networks
Structuring Machine Learning Projects
Sequence Models
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
Neural Networks and Deep Learning
DeepLearning.AI
Taught by: Andrew Ng, Kian Katanforoosh & Teaching Assistant - Younes Bensouda Mourri
Completed by: Johan Lagerlöf by October 31, 2017
At the rate of 5 hours a week, it typically takes 5 weeks to complete this course.
Convolutional Neural Networks
DeepLearning.AI
Taught by: Andrew Ng, Kian Katanforoosh & Teaching Assistant - Younes Bensouda Mourri
Completed by: Johan Lagerlöf by January 15, 2018
At the rate of 5 hours a week, it typically takes 5 weeks to complete this course.
Structuring Machine Learning Projects
DeepLearning.AI
Taught by: Andrew Ng, Teaching Assistant - Younes Bensouda Mourri & Kian Katanforoosh
Completed by: Johan Lagerlöf by November 18, 2017
2 weeks of study, 3-4 hours/week
Sequence Models
DeepLearning.AI
Taught by: Andrew Ng, Kian Katanforoosh & Teaching Assistant - Younes Bensouda Mourri
Completed by: Johan Lagerlöf by February 26, 2018
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 & Teaching Assistant - Younes Bensouda Mourri
Completed by: Johan Lagerlöf by November 11, 2017
At the rate of 5 hours a week, it typically takes 5 weeks to complete this course.
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