What is SMOTE and GAN – Similarities and differences in generating synthetic data from non-linear and intricate datasets, and Applications in healthcare.
Machine Learning
Generative AI refers to a class of AI models that can generate new, synthetic data resembling the data they were trained on. Unlike traditional AI models that are primarily focused on classification or prediction, generative models create new data, such as images, text, or even tabular data
The choice between Google Colab, Jupyter Notebook, and Visual Studio Code (VS Code) for running Python code depends on your specific needs and preferences.
Evaluating the performance of a machine learning model is a crucial step in the model development process. The evaluation methods depend on the type of problem you are dealing with (classification, regression, clustering, etc.)