RNN Architecture and Sentiment Classification
Completed by Farhad Kia
February 17, 2025
7 hours (approximately)
Farhad Kia's account is verified. Coursera certifies their successful completion of RNN Architecture and Sentiment Classification
What you will learn
Identify different RNN architectures, including fixed-length and infinite memory models.
Examine the effectiveness of gradient descent and backpropagation through time in training RNN models.
Develop and apply RNN models for advanced tasks such as sentiment analysis and language modeling.
Skills you will gain
- Category: PyTorch (Machine Learning Library)
- Category: Recurrent Neural Networks (RNNs)
- Category: Natural Language Processing
- Category: Text Mining
- Category: Machine Learning
- Category: Deep Learning
- Category: Calculus
- Category: Applied Machine Learning
- Category: Model Training
- Category: Classification Algorithms
- Category: Model Optimization
- Category: Artificial Neural Networks
