What can you do if you identify mislabeled images or other issues with your model's performance?
Wednesday, 02 August 2023
by EITCA Academy
When working with machine learning models, it is not uncommon to encounter mislabeled images or other issues with the model's performance. These issues can arise due to various reasons such as human error in labeling the data, biases in the training data, or limitations of the model itself. However, it is important to address these
How the process of doing machine learning is performed step-by-step, including defining the problem, gathering and preprocessing data, choosing an algorithm, training the model, evaluating its performance and iterating if necessary?
Wednesday, 02 August 2023
by EITCA Academy
Machine learning is a subfield of artificial intelligence that involves the development of algorithms and models that enable computers to learn and make predictions or decisions without being explicitly programmed. It is a complex process that involves several steps, including defining the problem, gathering and preprocessing data, choosing an algorithm, training the model, evaluating its