Avkalan.ai Interview Questions and Answers

Q1. What is Word2Vec?
Ans. 
Word2Vec is a technique used to create word embeddings by representing words as vectors in a high-dimensional space.
• Word2Vec is a popular algorithm for generating word embeddings in natural language processing.

• It uses a neural network model to learn the relationships between words based on their context in a large corpus of text.

• Word2Vec can be used to find similarities between words, perform word arithmetic, and impro
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Q2. How's is FAISS index is different from other databases?
Ans. 
FAISS index is optimized for similarity search in large datasets using GPUs.
• FAISS index is specifically designed for efficient similarity search in large datasets.

• It is optimized to work with GPUs, making it faster than traditional databases for similarity search.

• FAISS uses techniques like quantization and inverted file indexes to speed up search operations.

• It is commonly used in applications like image and text search...read more
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Q1. Coding question about creating multiple arrays from one given array in python similar to what you do in itertools but without using itertools library
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Q2. Multiple data science questions and project questions
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Assesment data science

Q1. Data science question ?
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Q2. Trees models asked?
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