Day: February 20, 2024

Basics of NLP

Basics of NLP

What is NLP (Natural Language Processing) ? Natural Language Processing (NLP) stands as a fascinating intersection between linguistics and computer science, aiming to bridge the gap between human communication and machine understanding. At its core, NLP endeavors to enable machines to interpret, comprehend, and mimic human language in a way that is both meaningful and useful. The First Steps into NLP: Tokenization and Stemming To dive into the intricacies of NLP, one must first become acquainted with the foundational process of tokenization. Imagine you’re trying to teach a friend, who has never heard a word of

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Ethical Considerations in Deep Learning

Ethical Considerations in Deep Learning

Discovering Ethical Deep Learning Hey there! Ready to explore the fascinating world of deep learning and ethics? Awesome! So, deep learning is this amazing technology that can do all sorts of cool things, like recognizing faces, understanding languages, and even driving cars. But here’s the catch: sometimes, it can unintentionally treat people unfairly. Not cool, right? That’s where ethics comes in. We need to make sure that deep learning systems are fair and just for everyone. In this journey, we’ll uncover why fairness matters in AI and how we can fix biases that sneak into these

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