How to recognize that model is overfitted?
Thursday, 07 September 2023
by Przemysław Augustyniak
To recognize if a model is overfitted, one must understand the concept of overfitting and its implications in machine learning. Overfitting occurs when a model performs exceptionally well on the training data but fails to generalize to new, unseen data. This phenomenon is detrimental to the model's predictive ability and can lead to poor performance
- Published in Artificial Intelligence, EITC/AI/GCML Google Cloud Machine Learning, First steps in Machine Learning, Deep neural networks and estimators
Tagged under:
Artificial Intelligence, Deep Learning, Machine Learning, Neural Networks, Overfitting, Regularization
Is it possible to use ML to make crypto currencies mining, for example Bitcoin, more efficient?
Monday, 04 September 2023
by Przemysław Augustyniak
Using machine learning (ML) to make cryptocurrency mining, such as Bitcoin mining, more efficient is indeed possible. ML can be leveraged to optimize various aspects of the mining process, leading to improved efficiency and higher profitability. Let’s consider how to explore ML applications to enhancing different stages of crypto mining, including hardware optimization, mining pool