Can Continual Learning be the key to Machine Intelligence?
Learning has been essential to our existence. And, continuous learning helps an individual avoid stagnation in any profession and ensures that one keeps on moving forward towards reaching his goal and potential. The same also goes for machine models that are backed by AI’s machine learning algorithm. Enter continual learning. Continual learning, also called lifelong learning or online machine learning, is a fundamental idea in machine learning in which models continuously learn and evolve based on the input of increasing amounts of data while retaining previously learned knowledge. In practice,
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