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software-applications

Software refers to a collection of data or computer instructions that tell the computer how to work. This topic covers a wide range of software types, including system software, application software, and middleware, as well as the processes involved in software development. It explores the creation, use, and impact of software in various fields, from business and education to entertainment and science.

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This repository archives bilingual lecture notes and coursework for a software applications course on applied deep learning, covering neural network basics, CNNs and RNNs, image classification, transfer learning, object detection, sound processing, natural language processing, Transformers, LLMs, and lightweight models.

  • Updated Nov 4, 2026
  • Jupyter Notebook

Created by Software engineers

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computer-science programming software-development