When building production RAG systems, how do you choose between cosine similarity, dot product, and Euclidean distance
Madhav Reddy retweeted
Recently had my first round for an AI/ML Engineer role at a top MNC
Sharing some key technical questions asked👇
Recently had my first round for an AI/ML Engineer role at a top MNC
Sharing some key technical questions asked👇
Deep Learning
> Explain differences and use cases of RNN and LSTM?
> What are the main issues with RNNs and how do Transformers overcome them?
> What is attention mechanism?
> What are actually Query, Key, Value in attention mechanism?
> Activation Function in Transformers?
RAG Pipeline Deep Dive
> Explain RAG pipeline End to End in detail?(questions involved in chunking strategies, Retrieval mechanisms)
> Is RAG fine-tuning method, Why is RAG not a fine-tuning method?
> What is the role of context window in RAG?
> How are embeddings and semantic search used for retrieval?
> How do you evaluate RAG in Production?
Imagine you running a pizza franchise and struggling with no-shows after orders are placed. What features would you include in a model to predict which customers might not show up?
Day 52 of my #DSA challenge!
Solved 1 problem - Leetcode
4. Median of Two Sorted Arrays
Day 51 of my #DSA challenge!
Solved 1 problem - Leetcode
1658. Minimum Operations to Reduce X to Zero
Day 50 of my #DSA challenge!
Solved 1 problem - Leetcode
974. Subarray Sums Divisible by K
Day 49 of my #DSA challenge!
Solved 2 problems - Leetcode
525. Contiguous Array
560. Subarray Sum Equals K
Day 48 of my #DSA challenge!
Solved 1 problem - Leetcode
523. Continuous Subarray Sum
Day 47 of my #DSA challenge!
Solved 1 problem - Leetcode
238. Product of Array Except Self
Day 46 of my #DSA challenge!
Solved 3 problems - Leetcode
1732. Find the Highest Altitude
1480. Running Sum of 1d Array
1588. Sum of All Odd Length Subarrays
Day 45 of my #DSA challenge!
Solved 2 problems - Leetcode
1422. Maximum Score After Splitting a String
1413. Minimum Value to Get Positive Step by Step Sum
Day 44 of my #DSA challenge!
Solved 2 problems - Leetcode
724. Find Pivot Index
303. Range Sum Query - Immutable

