Deep Learning: An In-Depth Study of Algorithms and Application Areas

Deep learning, an innovative paradigm within artificial intelligence, brings about significant transformations across diverse sectors, ranging from healthcare to autonomous systems. This work explores the latest developments and uses of Deep Learning Algorithms. Highlighted domains include cancer diagnosis, precision medicine, autonomous vehicles, and speech recognition. The review thoroughly explores optimization techniques, aiming to improve training accuracy and reduce time across numerous architectural designs, such as recurrent neural networks, residual networks, and convolutional networks.