- Added on November 25 2023
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Artificial intelligence (AI) serves as a broader term encompassing the creation of machines that can operate independently. It emphasizes the idea of designing machines to reason and respond like humans. AI is dedicated to developing intelligent agents that closely resemble human beings in their cognitive abilities. The field of AI is driven by the idea of creating machines that can process massive amounts of data and make decisions in complex situations.
Deep learning is a subset of machine learning, which seeks to build deep neural networks. These neural networks comprise multiple hidden layers which process input data to generate output predictions. Through a process of training, deep learning algorithms can optimize the parameters of neural networks, enabling them to make highly accurate predictions or classifications. These algorithms are widely used across industries, including speech recognition, computer vision, and natural language processing.
Natural language processing (NLP) is a branch of AI aimed at interpreting and generating human languages. It enables machines to understand natural language, which is critical for communication between humans and computers. NLP has various applications, including chatbots, language translation, sentiment analysis, and voice recognition, among others. The technology helps in improving customer interactions, generating insightful research, and automating repetitive tasks, among other advantages.