Trends in AI & Machine Learning: A Comprehensive Guide for 2024

Do you know what the trends in AI and Machine Learning for the coming years are? In this article, we'll summarize the main innovations and challenges in this field that is revolutionizing the world. 🚀

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it is the ability of a machine to perform any task that a human can do, such as reasoning, learning, planning, and problem-solving. It is still a distant goal, but some researchers believe it can be achieved by 2030. 🤖

Artificial General Intelligence (AGI):

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it is the need to make AI algorithms more transparent and understandable for humans, especially when they involve critical or sensitive decisions. XAI seeks to create models that can justify their results and show how they arrived at them. 🔎

Explainable Artificial Intelligence (XAI):

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it is a technique that allows training Machine Learning models without needing to collect or centralize users' data, thus preserving their privacy and security. FL enables devices to share their local knowledge with a central server, which combines this information to improve the global model. 📱

Federated Learning (FL):

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it is a method that teaches machines to learn from their own experiences, through rewards and punishments. RL is used to create intelligent agents that can adapt to complex and dynamic environments, such as games, robotics, and traffic control. 🎮

Reinforcement Learning (RL):

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These are just some of the trends in AI and Machine Learning that promise to transform the future. If you want to learn more about this topic, check out the rest of the article on the website: