Limitations of Deep Learning

Deep Learning, a subset of machine learning, has experienced significant advancements but is not without limitations. Several constraints persist. One limitation involves data inefficiency, requiring vast amounts of labeled data for effective model training. Overfitting remains a concern, wherein models may perform well on training data but struggle with unseen data. Interpretability is challenging, as … Read more