Artificial Neural NetworkConvolutional Neural NetworkTensorflowRecurrent Neural NetworkTransformers
Deep Learning
Completed by Rainer Dreyer
February 6, 2018
At the rate of 5 hours a week, it typically takes 5 weeks to complete this course. average per course
Rainer Dreyer's account is verified. Coursera certifies their successful completion of DeepLearning.AI Deep Learning Specialization.
Course Certificates Completed
Sequence Models
Convolutional Neural Networks
Structuring Machine Learning Projects
Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization
Neural Networks and Deep Learning
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
Sequence Models
DeepLearning.AI
Taught by: Andrew Ng, Kian Katanforoosh & Younes Bensouda Mourri
Completed by: Rainer Dreyer by February 6, 2018
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 & Younes Bensouda Mourri
Completed by: Rainer Dreyer by November 30, 2017
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, Younes Bensouda Mourri & Kian Katanforoosh
Completed by: Rainer Dreyer by September 4, 2017
At the rate of 5 hours a week, it typically takes 4 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: Rainer Dreyer by September 4, 2017
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: Rainer Dreyer by August 30, 2017
At the rate of 5 hours a week, it typically takes 5 weeks to complete this course.
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