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Exploring Neural Networks and Deep Learning: AI in 2025

  • Neural networks are computational models inspired by the human brain, designed to solve complex problems and recognize patterns.
  • Deep learning is a subfield of machine learning that utilizes neural networks with multiple layers for improved accuracy and performance.
  • Combining different types of neural networks, such as CNNs and RNNs, is becoming a trend to address complex problems.
  • Challenges in neural networks and deep learning include data accessibility, computational power requirements, ethical use, and interpretability.

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