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Showing posts with the label machine learning

What are the subfields of artificial intelligence

What are the subfields of artificial intelligence? And Machine Learning! Artificial intelligence (AI) is a broad field that continually evolves, shaping many aspects of life. Within this expansive domain, dedicated subfields explore different facets of AI. This article provides an overview of these specialty areas, delves deeper into machine learning's applications, and guides one on how to embark into machine learning. The Various Subdomains Within Artificial Intelligence    AI encompasses numerous subfields, each focusing on unique aspects and uses: 1. Machine Learning: Training machines to learn from data and form predictions or decisions without explicit programming. 2. Natural Language Processing: Enabling computers to comprehend, interpret, and generate human language. 3. Computer Vision: Enabling computers to understand and interpret visual information from images or videos. 4. Robotics : Designing and programming robots to perform tasks autonomously or with m

Machine Learning Fundamentals: From Theory to Practice

Machine Learning Fundamentals: From Theory to Practice Introduction: Welcome to “Machine Learning Fundamentals: From Theory to Practice.” In this comprehensive article, we will embark on an exciting journey through the world of machine learning. Whether you are a beginner eager to explore the basics or an experienced practitioner seeking deeper insights, this Article is designed to cater to your needs. Machine learning has rapidly evolved into an essential field within artificial intelligence, allowing computers to learn patterns and make predictions from data without explicit programming. From virtual personal assistants to self-driving cars, machine learning is powering groundbreaking applications that reshape our lives. This article aims to provide a solid foundation for understanding the principles, algorithms, and applications of machine learning. We will begin by demystifying the core concepts and terminology, ensuring that even readers with no prior experience can grasp the subj