What is the purpose of using the "pickle" library in deep learning and how can you save and load training data using it?
Sunday, 13 August 2023 by EITCA Academy
The "pickle" library in Python is a powerful tool that allows for the serialization and deserialization of Python objects. In the context of deep learning, the "pickle" library can be used to save and load training data, providing an efficient and convenient way to store and retrieve large datasets. The primary purpose of using the
- Published in Artificial Intelligence, EITC/AI/DLPTFK Deep Learning with Python, TensorFlow and Keras, Data, Loading in your own data, Examination review
Tagged under: Artificial Intelligence, Deep Learning, Deserialization, Pickle, Python, Serialization
What is pickling in the context of machine learning with Python and why is it useful?
Monday, 07 August 2023 by EITCA Academy
Pickling, in the context of machine learning with Python, refers to the process of serializing and deserializing Python objects to and from a byte stream. It allows us to store the state of an object in a file or transfer it over a network, and then restore the object's state at a later time. Pickling
- Published in Artificial Intelligence, EITC/AI/MLP Machine Learning with Python, Regression, Pickling and scaling, Examination review
Tagged under: Artificial Intelligence, Deserialization, Machine Learning, Pickling, Python, Serialization