
Deep Learning Specialization
Issued by Coursera
The Deep Learning Specialization will help you understand the foundational concepts in deep learning. Build and train Convolutional Neural Networks, Recurrent Neural Networks, LSTMs, and Transformers, and learn how to make them better with Dropout, BatchNorm, Xavier/He initialization, and more. Learn industry applications using Python and TensorFlow to tackle real-world use cases such as speech recognition, music synthesis, chatbots, machine translation, natural language processing, and more.The Deep Learning Specialization will help you understand the foundational concepts in deep learning. Build and train Convolutional Neural Networks, Recurrent Neural Networks, LSTMs, and Transformers, and learn how to make them better with Dropout, BatchNorm, Xavier/He initialization, and more. Learn industry applications using Python and TensorFlow to tackle real-world use cases such as speech recognition, music synthesis, chatbots, machine translation, natural language processing, and more.WWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWWThe Deep Learning Specialization will help you understand the foundational concepts in deep learning. Build and train Convolutional Neural Networks, Recurrent Neural Networks, LSTMs, and Transformers, and learn how to make them better with Dropout, BatchNorm, Xavier/He initialization, and more. Learn industry applications using Python and TensorFlow to tackle real-world use cases such as speech recognition, music synthesis, chatbots, machine translation, natural language processing, and more.
Learn moreLearning
Skills
Artificial Neural Network
Attention Models
Backpropagation
Convolutional Neural Network
Deep Learning
Facial Recognition Systems
Gated Recurrent Unit (GRU)
Hyperparameter Tuning
Inductive Transfer
Long Short-Term Memory (LSTM)
Machine Learning
Mathematical Optimization
Multi-Task Learning
Natural Language Processing
Neural Network Architecture
Object Detection and Segmentation
Optimization
Python Programming
Recurrent Neural Network
TensorFlow
Transfer Learning
Transformers
Earning Criteria
Endorsements
American Council on Education
This credential has been successfully evaluated by the American Council on Education for college credit. It is recommended for a total of 10 college credits. For more information about ACE Learning Evaluations, visit www.acenet.edu.