Trending questions in Edureka Community

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How would you implement distributed training on a TPU pod using TensorFlow's tf.distribute API?

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Apr 2 in Generative AI by Nidhi
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What strategies would you use to generate realistic conversational dialogue in a chatbot system using generative models?

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Apr 3 in Generative AI by Nidhi
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Write a script to deploy a foundation model (like GPT or BERT) on AWS Lambda with ONNX optimization.

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Apr 1 in Generative AI by nomi
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How can I improve the speed of reports that rely heavily on DISTINCTCOUNT()?

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Apr 1 in Power BI by anonymous
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How can I build a time intelligence function that works across fiscal years?

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Apr 1 in Power BI by anonymous
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Write a function to implement contrastive learning for improving embeddings in LLM tasks.

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Apr 3 in Generative AI by Nidhi
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How do I ensure my calculated tables don’t slow down report performance?

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Apr 1 in Power BI by anonymous
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How would you design a language model that generates dynamic responses for online customer service chatbots?

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Apr 1 in Generative AI by nini
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How can I perform complex joins in DAX without creating additional tables?

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Apr 1 in Power BI by anonymous
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How would you use byte-pair encoding (BPE) to train a tokenizer for a new foundation model?

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Apr 1 in Generative AI by menora
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How do you deal with gradual drift in a generative model during online learning and avoid model degradation?

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Apr 3 in Generative AI by Ashutosh
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How should I report a Man-in-the-Middle attack in my workplace?

​A Man-in-the-Middle (MITM) attack involves an unauthorized ...READ MORE

Apr 1 in Cyber Security & Ethical Hacking by CaLLmeDaDDY
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How would you reduce sampling variance when generating text from a generative language model?

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Apr 3 in Generative AI by Nidhi
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How do I implement a calculated column that creates a unique customer segmentation dynamically?

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Apr 1 in Power BI by anonymous
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How would you create a TPU-optimized implementation of the softmax function?

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Apr 2 in Generative AI by Nidhi
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What’s the best way to reduce dataset size while keeping necessary historical data?

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Apr 1 in Power BI by anonymous
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How would you enhance out-of-the-box performance of generative models for real-time translations in low-resource languages?

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Apr 3 in Generative AI by Ashutosh
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Write a Python function to calculate the cosine similarity between two embeddings in a One-Shot Learning framework.

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Apr 2 in Generative AI by Ashutosh
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How can I ensure that sensitive data on a Windows computer is not transmitted externally by any software?

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Apr 1 in Cyber Security & Ethical Hacking by CaLLmeDaDDY
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Is loss of availability automatically a security incident?

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Apr 1 in Cyber Security & Ethical Hacking by CaLLmeDaDDY
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How would you implement TPU-accelerated matrix factorization for a recommendation system?

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Apr 3 in Generative AI by Ashutosh
• 32,730 points • 100 views
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Write code to perform dynamic input batching for a TPU-based training pipeline.

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Apr 2 in Generative AI by Nidhi
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Write code to convert a TensorFlow SavedModel for efficient TPU inference.

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Apr 2 in Generative AI by Nidhi
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Demonstrate how to use tpu_strategy.scope() to manage variable creation on TPUs.

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Apr 3 in Generative AI by Ashutosh
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How to receive large files guaranteeing authenticity, integrity, and sending time?

Ensuring the authenticity, integrity, and accurate timing ...READ MORE

Apr 1 in Cyber Security & Ethical Hacking by CaLLmeDaDDY
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Implement a pipeline to generate embedding vectors for a new dataset using One-Shot Learning techniques.

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Apr 2 in Generative AI by Ashutosh
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How can I handle circular dependencies when working with calculated columns?

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Apr 1 in Power BI by anonymous
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How would you use transfer learning with a pre-trained ResNet model to implement a One-Shot Learning system?

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Apr 2 in Generative AI by Ashutosh
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How would you implement a triplet loss function for training a model designed for One-Shot Learning? Provide the code.

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Apr 2 in Generative AI by Ashutosh
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Write a script to benchmark inference latency of a pretrained model running on a TPU.

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Apr 2 in Generative AI by Nidhi
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How would you address memory constraints while training large text generation models?

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Apr 3 in Generative AI by Nidhi
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How would you apply Bayesian optimization to optimize hyperparameters in generative models?

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Apr 3 in Generative AI by Nidhi
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Write a program to implement rank decomposition for adapting pre-trained embeddings to a new dataset using QLoRA.

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Apr 2 in Generative AI by Ashutosh
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Write a function to apply 4-bit quantization to a pre-trained model using bitsandbytes for QLoRA training.

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Apr 2 in Generative AI by Ashutosh
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How would you implement a Prototypical Network for One-Shot Learning on a multi-class dataset?

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Apr 2 in Generative AI by Ashutosh
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Implement a retry mechanism for TPU jobs in case of preemptive termination on Google Cloud.

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Apr 3 in Generative AI by Ashutosh
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Write a script to save and load a QLoRA-adapted model checkpoint for inference in Hugging Face.

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Apr 2 in Generative AI by Ashutosh
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When implementing a neural machine translation model, how do you balance computational efficiency with translation accuracy?

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Apr 3 in Generative AI by Ashutosh
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Write a TPU-based implementation of a custom optimizer such as AdamW.

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Apr 3 in Generative AI by Ashutosh
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Implement a function to generate support set embeddings and compare them to query embeddings for One-Shot Learning.

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Apr 2 in Generative AI by Ashutosh
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Write a Python function to evaluate the accuracy of a One-Shot Learning model using a confusion matrix.

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Apr 2 in Generative AI by Ashutosh
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Write a Python script to create pairwise combinations of images from a dataset for training a Siamese Network.

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Apr 2 in Generative AI by Ashutosh
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Explain and demonstrate how to manage the replication strategy on TPUs with a multi-core setup.

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Apr 2 in Generative AI by Nidhi
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Implement a method to compute the PSNR (Peak Signal-to-Noise Ratio) of rendered NeRF outputs compared to ground truth.

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Apr 2 in Generative AI by Ashutosh
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Implement a function to measure the speedup gained by QLoRA quantization on a dataset with 1 million samples.

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Apr 2 in Generative AI by Ashutosh
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How are all public computers (libraries, etc.) not full of malware?

​Public computers in libraries, schools, and other ...READ MORE

Apr 1 in Cyber Security & Ethical Hacking by CaLLmeDaDDY
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How would you implement a function to calculate the precision and recall of a One-Shot Learning classifier?

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Apr 2 in Generative AI by Ashutosh
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How to create a multi-level dropdown menu in Bootstrap 3?

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Apr 1 in Node-js by Ashutosh
• 32,730 points • 143 views
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Implement a script to compute the structural similarity index (SSIM) between rendered and ground truth images for evaluation.

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Apr 2 in Generative AI by Ashutosh
• 32,730 points • 107 views
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Write a CUDA kernel to accelerate ray sampling for NeRF on the GPU.

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Apr 2 in Generative AI by Ashutosh
• 32,730 points • 104 views
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