Interior design is the art and science of enhancing the interior spaces of buildings to achieve a healthier, more aesthetically pleasing, and functional environment. It combines creativity, technical expertise, and an understanding of architecture to create spaces that cater to the needs and tastes of occupants.

Key Aspects of Interior Design
1. Space Planning
Organizing and optimizing interior layouts to ensure functionality and flow.
Considering the space's purpose, user behavior, and safety standards.
2. Aesthetic Appeal
Creating visually appealing environments by selecting colors, textures, furniture, and décor.
Incorporating design principles such as balance, harmony, and contrast.
3. Functionality
Ensuring the space meets practical needs, including comfort, storage, and usability.
Tailoring designs to suit residential, commercial, or industrial requirements.
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Machine learning (ML) is a subset of artificial intelligence (AI) that involves the development of algorithms that enable computers to learn from and make predictions or decisions based on data. Instead of being explicitly programmed for every task, ML algorithms build models based on sample data, known as training data, to make data-driven predictions or decisions.

Key Concepts in Machine Learning
Types of Machine Learning:
Supervised Learning: The algorithm is trained on a labeled dataset, meaning that each training example is paired with an output label. Common tasks include classification and regression.
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