FAI UNIT 5 ASSIGNMENT

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Across
  1. 3. A structured collection of data used to train AI models –
  2. 5. A process where a pre-trained model is adapted to a specific task.
  3. 6. Which framework does TensorFlow use as its backend for declaring layers ?
  4. 7. The process of converting audio into text using AI.
  5. 10. It is a Python data visualization library built on Matplotlib, designed for statistical graphics.
  6. 12. A leading top platform in providing the web services of various domains.
  7. 14. AI-generated video manipulations often used in misinformation.
  8. 16. A way of reducing overfitting in neural networks by skipping neurons.
  9. 17. An AI-powered tool by Microsoft for generating code from natural language –
  10. 21. It is a popular Python data visualization library used for creating static, animated, and interactive visualizations.
  11. 23. AI method used to identify objects in photos or videos.
  12. 28. A network architecture designed to handle sequential data like text –
  13. 30. AI technique that enables machines to make decisions based on reward feedback –
  14. 31. Meta’s open-source large language model.
  15. 34. A subset of machine learning using neural networks with many layers –
  16. 35. An AI algorithm used for grouping similar data points.
  17. 36. AI model that can generate realistic images from textual prompts –
  18. 37. A field of AI focused on understanding and generating human language.
Down
  1. 1. A vision model that uses patches of images as tokens.
  2. 2. A file format commonly used to store trained machine learning models.
  3. 4. An AI technique where multiple models are combined to improve accuracy.
  4. 8. Software that mimics conversation with human users.
  5. 9. Technique to make AI models explain their decisions –
  6. 11. A popular platform for hosting and deploying machine learning models.
  7. 13. A layer in neural networks that reduces the spatial size of feature maps.
  8. 15. A mathematical function used in neural networks to introduce non-linearity –
  9. 18. TensorFlow is an open-source machine learning framework developed by:
  10. 19. A model type used in transformers, famous for attention mechanism.
  11. 20. The branch of AI that deals with teaching machines to learn from data –
  12. 22. A method for finding the optimal weights in neural networks.
  13. 24. An open-source computer vision and image processing library is:
  14. 25. Google’s tool for building AI pipelines visually.
  15. 26. The metric used to evaluate classification accuracy.
  16. 27. The numerical representation of words in vector space.
  17. 29. Open-source deep learning framework developed by Meta also used for AI, deep learning, and machine learning applications.
  18. 32. A platform to track machine learning experiments and models.
  19. 33. A common dataset used for handwritten digit recognition –