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Interview Questions
Top Interview Questions on RAG for Data Science and AI Engineer Roles
Understand RAG system design, chunking, retrieval, re-ranking, evaluation and more!
Apr 27
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Foundations of Large Lanugage Models - the most commonly tested "Agent" interview topic
10+ FAANG level interview questions around understanding of LLMs learn, how to tune them, and how to get them to work scale.
Mar 21
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27
10
Before Transformers: The NLP Fundamentals You Still Need
Bag-of-words, TF-IDF, Text classification using linear models (LogReg, SVM, Naive Bayes), Topic modeling (LDA, NMF), Information retrieval basics (BM25…
Mar 14
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27
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The NLP Basics I Ignored (And paid for in my first Project 😅)
Tokenization, Stemming, Lemmatization, Stopword Handling, Normalization, POS Tagging, N-grams and more
Mar 7
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4
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What Interviewers Ask After You Say ‘I Built an AI Agent'
20+ questions around building agents - optimizing model, evaluatiion, design and more
Feb 2
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108
9
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I messed up my Amazon Interview, lets make sure you dont
Linear regression is fan favourite for interviewers. In this post lets go over the most common questiion to prepare before your next interview
Jan 1
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75
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Most of finetuing ML boils down to this one concept, so prep it for your interviews
The foundations of machine learning still matter, and most of the decision you make. - features, model, hyperparameters - everything is centered around…
Dec 18, 2025
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15
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Top 24 LLM questions asked at DeepMind, OpenAI, Meta and more!
The most commonly asked 24 questions that cover need to know topics on LLMs
Dec 15, 2025
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