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: Deep Learning
- Category: Model Optimization
- Category: Classification Algorithms
- Category: Large Language Modeling
- Category: Recurrent Neural Networks (RNNs)
- Category: Artificial Neural Networks
- Category: Model Training
- Category: Natural Language Processing
- Category: Machine Learning
- Category: PyTorch (Machine Learning Library)
- Category: Text Mining
