What is Deep Learning?

Deep learning is a machine learning technique that uses artificial neural networks to learn from data. It's used to solve a variety of problems, including image recognition, speech recognition, and natural language processing.?

How does deep learning work?

• Deep learning is inspired by the human brain.?
• It uses multiple layers of artificial neurons to process data.?
• The adjective "deep" refers to the use of multiple layers in the network.?
• Deep learning algorithms are trained to learn from data.?

Some deep learning algorithms:

• Convolutional Neural Networks (CNNs): Used for image classification, detection, and segmentation?
• Generative Adversarial Networks (GANs): Generate realistic synthetic data, including images, audio, and text?
• Long Short-Term Memory Networks (LSTMs): Learn and adapt for long-term dependencies?
• Autoencoders: Learn efficient data representations by training the network to ignore signal “noise”?

Deep learning applications:?

• Image recognition
• Speech recognition
• Natural language processing
• Image denoising
• Image compression
• Image data generation