This course, EE6407 - Genetic Algorithms and Machine Learning, offers an integrated view of these two complementary domains. The first half of the course delves into evolutionary algorithms—their ...

This is where genetic algorithms (GAs) come into play. Genetic algorithms are optimisation heuristics based on the principles of natural selection. They offer a way to find good solutions to complex ...

Machine learning (ML) algorithms are techniques that allow computers to learn from the data without being explicitly programmed. ML techniques consist of hyperparameters that typically influence ...

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As you progress, you’ll delve into explainable AI and apply genetic algorithms to AI to improve machine learning and deep learning models, as well as tackle reinforcement learning and NLP tasks. This ...

“If you can do feature selection on a large enough set of data, which consists of all independent variables then you can do pretty much anything you want,” says Sidharth Kumar of Flipkart at MLDS 2019 ...