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Python for AI/ML Interview Questions (Page 4) | Buncho
Topic
Python for AI/ML interview questions
Python language details that matter in ML code.
All topics
565
Python for AI/ML
75
Machine Learning Fundamentals
10
ML Algorithms
0
ML System Design
1
Deep Learning
5
Statistics and Mathematics
1
Generative AI and LLMs
122
Embeddings
13
RAG and Vector Databases
47
AI Agents and Tool Calling
50
MCP
0
Multimodal AI
29
LLM Evaluation and Testing
27
AI Safety, Ethics, and Responsible AI
36
AI System Design
41
Fine-Tuning
25
AI Infrastructure and Scalability
29
LLM Gateways
0
Production AI Engineering
39
AI Engineering Case Studies
15
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See how often each question is asked, and which companies asked it.
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Title
Topic
Type
Time
Asked
Companies
Level
Not started
61.
Debug lambdas created in a loop that all return the same value
Python for AI/ML · Debugging · 6 min
Asked %
Companies
Python for AI/ML
Debugging
6 min
Pro feature
Pro feature
Easy
Not started
62.
pandas loc vs iloc, and the SettingWithCopy problem
Python for AI/ML · Conceptual · 10 min
Asked %
Companies
Python for AI/ML
Conceptual
10 min
Pro feature
Pro feature
Medium
Not started
63.
Parse and validate structured JSON from an LLM, with a repair loop
Python for AI/ML · Practical exercise · 15 min
Asked %
Companies
Python for AI/ML
Practical exercise
15 min
Pro feature
Pro feature
Medium
Not started
64.
list vs tuple vs set vs dict: choosing by complexity and semantics
Python for AI/ML · Conceptual · 8 min
Asked %
Companies
Python for AI/ML
Conceptual
8 min
Pro feature
Pro feature
Easy
Not started
65.
Debug a model whose test score is great offline and poor in production
Python for AI/ML · Debugging · 12 min
Asked %
Companies
Python for AI/ML
Debugging
12 min
Pro feature
Pro feature
Medium
Not started
66.
Write a text chunker with overlap for a RAG pipeline
Python for AI/ML · Practical exercise · 15 min
Asked %
Companies
Python for AI/ML
Practical exercise
15 min
Pro feature
Pro feature
Medium
Not started
67.
Process a 20 GB CSV on a laptop with 16 GB of RAM
Python for AI/ML · Practical exercise · 10 min
Asked %
Companies
Python for AI/ML
Practical exercise
10 min
Pro feature
Pro feature
Easy
Not started
68.
How is Python used to build NLP pipelines?
Python for AI/ML · Conceptual · 7 min
Asked %
Companies
Python for AI/ML
Conceptual
7 min
Pro feature
Pro feature
Easy
Not started
69.
pandas: top-N per group and leakage-safe rolling features
Python for AI/ML · Practical exercise · 15 min
Asked %
Companies
Python for AI/ML
Practical exercise
15 min
Pro feature
Pro feature
Medium
Not started
70.
What is the role of Python in deep learning?
Python for AI/ML · Conceptual · 5 min
Asked %
Companies
Python for AI/ML
Conceptual
5 min
Pro feature
Pro feature
Easy
Not started
71.
Debug a PyTorch loop whose memory grows every step and whose validation is wrong
Python for AI/ML · Debugging · 15 min
Asked %
Companies
Python for AI/ML
Debugging
15 min
Pro feature
Pro feature
Medium
Not started
72.
Explain *args, **kwargs, keyword-only arguments and argument unpacking
Python for AI/ML · Conceptual · 8 min
Asked %
Companies
Python for AI/ML
Conceptual
8 min
Pro feature
Pro feature
Easy
Not started
73.
A FastAPI model-serving container keeps getting OOM-killed
Python for AI/ML · Case study · 25 min
Asked %
Companies
Python for AI/ML
Case study
25 min
Pro feature
Pro feature
Hard
Not started
74.
Design a reusable Python client library for calling multiple LLM providers
Python for AI/ML · System design · 25 min
Asked %
Companies
Python for AI/ML
System design
25 min
Pro feature
Pro feature
Hard
Not started
75.
Debug a training loop where epochs 2 and 3 do nothing
Python for AI/ML · Debugging · 8 min
Asked %
Companies
Python for AI/ML
Debugging
8 min
Pro feature
Pro feature
Easy
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