Alekhya Dabbiru

COURSE: IS 5320 – 02 WEB ANALYTICS

Tag: hw9

  • Understanding Natural Language Processing

    The Natural Language Processing field exists as an artificial intelligence domain which enables computers to comprehend human language through its two functions, understanding and generating language. Machines can operate with text and speech through NLP because it enables them to work with these forms of communication in a manner that matches human understanding. The system uses computer science together with linguistics and machine learning to process language and uncover its hidden meanings. The technology powers all common tools which include chatbots, translation applications, voice assistants, and search engines through its ability to process natural language user inquiries and speech.

    NLP

    NLP exists to create a connection between human language communication and computer systems which handle information. The use of NLP technologies enables systems to achieve language pattern detection and entity recognition and sentiment analysis and contextually appropriate response generation. NLP includes multiple processes which start with tokenization and proceed through parsing and semantic analysis to enable computers to understand language better. The development of better machine learning models leads to stronger NLP capabilities which businesses now use to improve customer service and conduct data analysis and automate content processing tasks.

    working of NLP

    Sources:

    https://www.deeplearning.ai/resources/natural-language-processing

    https://www.geeksforgeeks.org/nlp/introduction-to-natural-language-processing-nlp

    https://toolmyai.com/natural-language-processingnlp-in-2024/

    https://mlarchive.com/data-science/the-ultimate-guide-to-natural-language-processing-nlp/

  • What Is Quantum Computing and Why Is Everyone Talking About It?

    Quantum computing operates through a completely different method of computation compared to conventional computers used in daily life. Normal computers use bits that represent either a 0 or a 1, but quantum computers use qubits which can represent multiple states at the same time through concepts like superposition and entanglement. Quantum computers can handle multiple possibilities at once because of their ability to process extremely large data sets. The technology enables scientists to solve particular complex problems at a faster rate than classical computers, which benefits scientific simulations and optimization challenges and cryptographic security systems.

    quantum computing

    The researchers and technology companies are currently developing real quantum systems despite the futuristic nature of quantum computing. Current quantum computers face limits because they need to improve their qubit stability and error reduction capabilities, but technology advancements proceed at a fast pace. According to recent discussions about the field, quantum computing could eventually help industries solve problems in areas such as logistics, materials science, and drug discovery by performing calculations that would take traditional computers far too long to complete. Many experts believe quantum computing will become an important technology that supports classical computing systems despite its current early development stage.

    Quantum computers

    Sources:

    https://en.wikipedia.org/wiki/Quantum_computing

    https://www.forbes.com/sites/sabbirrangwala/2026/02/04/quantum-computingwhat-is-itwhat-does-it-dotoday