Questions by Nidhi

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How would you use confusion matrices to evaluate the performance of a One-Shot Learning model trained for class recognition?

13 hours ago in Generative AI • 16 views
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How would you evaluate the precision, recall, and F1-score of a One-Shot Learning model with a small test set?

13 hours ago in Generative AI • 16 views
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How would you generate a meta-training set for One-Shot Learning using a custom dataset of rare animals?

13 hours ago in Generative AI • 16 views
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Write a function to normalize embeddings in a One-Shot Learning framework to improve model performance on unseen classes.

13 hours ago in Generative AI • 12 views
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Write a function to calculate Euclidean distance between embeddings in a One-Shot Learning model for classifying animals.

13 hours ago in Generative AI • 14 views
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Write a function to extract feature embeddings from a pre-trained ResNet model for One-Shot Learning.

13 hours ago in Generative AI • 15 views
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How would you implement Siamese Networks to classify images of flowers using One-Shot Learning with a small dataset?

13 hours ago in Generative AI • 8 views
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How would you use generative AI for automatic summarization of scientific papers?

13 hours ago in Generative AI • 3 views
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How would you use generative AI for customer behavior prediction in e-commerce applications?

13 hours ago in Generative AI • 5 views
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How would you design a context-aware document search system using an LLM and a vector database?

13 hours ago in Generative AI • 7 views
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1 answer

How to implement dynamic content loading in jQuery Accordion Widget panels?

1 day ago in JQuery • 30 views
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How would you implement memory-efficient techniques to reduce GPU load in training a generative model?

1 day ago in Generative AI • 22 views
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Write a function to implement contrastive learning for improving embeddings in LLM tasks.

1 day ago in Generative AI • 25 views
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How would you implement a hybrid retrieval-LLM pipeline for long-form document summarization?

1 day ago in Generative AI • 20 views
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How would you reduce sampling variance when generating text from a generative language model?

1 day ago in Generative AI • 21 views
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What strategies would you use to generate realistic conversational dialogue in a chatbot system using generative models?

1 day ago in Generative AI • 27 views
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How can transfer learning improve the performance of a generative model for cross-domain data generation?

1 day ago in Generative AI • 17 views
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How would you apply unsupervised learning to image denoising using a generative model?

1 day ago in Generative AI • 11 views
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How would you address memory constraints while training large text generation models?

1 day ago in Generative AI • 10 views
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How would you apply Bayesian optimization to optimize hyperparameters in generative models?

1 day ago in Generative AI • 10 views
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What methods would you use to reduce computational overhead when training a large generative model?

1 day ago in Generative AI • 13 views
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Write code to perform dynamic input batching for a TPU-based training pipeline.

2 days ago in Generative AI • 32 views
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How would you create a TPU-optimized implementation of the softmax function?

2 days ago in Generative AI • 38 views
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How would you partition a large dataset for multi-host TPU training?

2 days ago in Generative AI • 28 views
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How would you implement distributed training on a TPU pod using TensorFlow's tf.distribute API?

2 days ago in Generative AI • 39 views
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Write code to convert a TensorFlow SavedModel for efficient TPU inference.

2 days ago in Generative AI • 29 views
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Explain and demonstrate how to manage the replication strategy on TPUs with a multi-core setup.

2 days ago in Generative AI • 18 views
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How would you use the TPU profiler to analyze and optimize model performance?

2 days ago in Generative AI • 12 views
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How would you utilize TPU pods to scale training for a large language model like BERT?

2 days ago in Generative AI • 15 views
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Write a script to benchmark inference latency of a pretrained model running on a TPU.

2 days ago in Generative AI • 14 views
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How can sharding datasets across TPU cores improve training performance? Write the code to shard a dataset in TensorFlow.

2 days ago in Generative AI • 16 views
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How to implement a loading spinner using Font Awesome in Bootstrap 3?

3 days ago in Node-js • 24 views
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How to create a responsive FAQ section with collapsible answers in Bootstrap 3?

3 days ago in Node-js • 25 views
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How to design a contact form with inline Font Awesome icons in Bootstrap 3?

3 days ago in Node-js • 26 views
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How to create a responsive navbar that collapses on smaller screens in Bootstrap 3?

3 days ago in Node-js • 28 views
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How to implement a fixed-width container in Bootstrap 3?

3 days ago in Node-js • 28 views
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1 answer

What are the possible reasons for a WebSocket connection failing to establish

3 days ago in Node-js • 22 views
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1 answer

Why is my MUI X Line chart only showing the last value when hovering on any of the charts marker points

3 days ago in Node-js • 25 views
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1 answer

How do I control the space between the bars in my BarPlot of my MUI Bar Chart?

3 days ago in Node-js • 26 views
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1 answer

Why dark mode is still dependent on browser theme?

3 days ago in Node-js • 19 views
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How to design a landing page with a full-width background image in Bootstrap 3?

3 days ago in Node-js • 21 views
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1 answer

Can I pause a video inside an event handler or should I do it only in useEffect?

3 days ago in Node-js • 30 views
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Will calling a set state function with the same value using hooks cause a rerender?

3 days ago in Node-js • 27 views
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What is the best procedure to play SVGA Animation in react native

3 days ago in Node-js • 25 views
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1 answer

How to change fill color for React icons?

3 days ago in Node-js • 25 views
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Why is my favicon not working in my next js app?

3 days ago in Node-js • 28 views
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1 answer

Why is the data undefined if it's passing data?

3 days ago in Node-js • 19 views
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1 answer

How to Implement Virtualization with Sticky Header and Sidebar Using @tanstack/react-virtual?

3 days ago in Node-js • 15 views
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How can I keep the virtual keyboard up after a user clicks SEND, which makes an API call?

3 days ago in Node-js • 17 views
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Is there any way to update or call api realtime without periodic-api-call method?

3 days ago in Node-js • 14 views
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