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AI: Artificial Intelligence - AI is a technology that has the ability to learn and solve complex problems. It can observe, analyze and make decisions based on available data. AI can be used for a variety of tasks, such as natural language processing (NLP), computer vision, autonomous systems, and machine learning.
Machine Learning: A subset of AI that uses algorithms to learn from data without being explicitly programmed to do so. Machine learning algorithms can be used to create predictive models, which can then be used to make decisions or predictions about future outcomes based on past data.
Deep Learning: Deep learning is a branch of machine learning that utilizes multi-layered neural networks to enable machines to learn through experience rather than through explicit programming instructions. Neural networks analyze input data by breaking it down into multiple layers in order to “learn” complex relationships between different elements of the input data set. Deep neural networks are used in deep learning applications such as image recognition or natural language processing to accurately classify objects within an image or parse out key phrases from spoken sentences.
Natural Language Processing (NLP): Natural language processing is the field of artificial intelligence (AI) that focuses on enabling computers to understand and process human language. It involves techniques such as analyzing text for meaning, sentiment analysis, machine translation, entity extraction, and text generation. NLP enables computers to better interpret human languages by understanding their grammatical patterns, sentence structure, context clues, and more. It's used for a range of tasks, from automated speech recognition and customer service chatbots to automated translation services and text summarization.
Chatbot: A chatbot is an AI-based computer program designed to simulate conversation with a user, often through text or voice-based messaging. Chatbots can be used for a variety of purposes, including customer service and automated sales, through machine learning algorithms.
Trading Bot: A trading bot is an automated computer program that uses artificial intelligence to buy and sell financial instruments on behalf of the user. These bots can be programmed to take advantage of market fluctuations, execute orders quickly, and make decisions based on data analysis.
Avorak (AVRK): Avorak is a blockchain-powered cryptocurrency created by Avorak Labs. It is built with an AI-driven protocol that enables faster transactions and increased efficiency in trading activities. The native token of Avorak helps facilitate trustless transactions between users while providing a secure environment to store digital assets. Additionally, AVRK tokens are used to pay for services on the Avorak platform, such as premium content creation tools or AI chatbots. Avorak also boasts low transaction fees and a high level of privacy due to its revolutionary consensus mechanism known as Proof of Stake (PoS).