What is Deep Learning?
Ever wondered how machines learn like humans? This episode dives into Deep Learning (DL), the rockstar of machine learning. We'll explore how DL uses artificial neural networks (ANNs), mimicking the brain's structure, to automatically learn intricate patterns from raw data. Unlike traditional methods needing manual feature tweaking, DL excels at end-to-end learning. We’ll demystify ANNs, from input to hidden to output layers, and explain forward and backpropagation. Discover why ANNs are so powerful, offering automatic feature extraction, and versatility in diverse applications, from computer vision to natural language processing to self-driving cars. We’ll also tackle the ethical dilemmas and challenges of this groundbreaking technology.