What are the preprocessing steps involved in normalizing and creating sequences for a recurrent neural network (RNN)?
Sunday, 13 August 2023
by EITCA Academy
Preprocessing plays a crucial role in preparing data for training recurrent neural networks (RNNs). In the context of normalizing and creating sequences for a Crypto RNN, several steps need to be followed to ensure that the input data is in a suitable format for the RNN to learn effectively. This answer will provide a detailed
- Published in Artificial Intelligence, EITC/AI/DLPTFK Deep Learning with Python, TensorFlow and Keras, Recurrent neural networks, Normalizing and creating sequences Crypto RNN, Examination review
Tagged under:
Artificial Intelligence, Crypto RNN, Normalization, Preprocessing, Recurrent Neural Networks, Sequences
What happens if we omit the start index when creating a slice in Python?
Thursday, 03 August 2023
by EITCA Academy
When creating a slice in Python, the start index determines the position from where the slice begins. If the start index is omitted, Python assumes that the slice should start from the beginning of the sequence. In other words, it assumes the start index to be 0. To understand the impact of omitting the start