IT Career Guides & Free Resources
Expert roadmaps, tutorials, salary guides and interview prep across Data Science, Generative AI, Python, Cloud & Analytics — written by GloryTecks trainers in Hyderabad.
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Python Coding Interview Questions and Patterns
Most Python coding interview questions are one of a handful of patterns in disguise. Seven of them, hash map, sliding window, two pointers, heap, monotonic stack, binary search and interval merging, are solved here on two years of real bike-share data with the standard library, and checked against brute force.
NumPy Interview Questions for Data Roles
NumPy questions check whether you understand what an array really is: a block of typed memory with a shape. Ten questions, answered on 1,599 real wine samples with NumPy 2, cover axes, views versus copies, broadcasting, silent integer overflow, NaN, float comparison, ties in top-N, vectorisation and seeds.
SQL Joins Interview Questions Explained
Join questions in interviews are rarely about syntax. They test whether you can predict how many rows come back. These nine questions, each answered with a query on three million real New York taxi trips, cover anti-joins, ON versus WHERE, NOT IN with NULLs, fan-out, self-joins, calendars and full outer joins.
Spark Performance Interview Questions
Spark performance questions ask what you would change, and how you would know it helped. Five tuning levers are tested on 3.5 million real taxi trips with evidence that does not depend on the machine: pushed-down filters in the plan, task counts, partition sizes before and after salting, join types, and cache hits.
Apache Spark Interview Questions and Answers
Spark interviews test whether you can predict what Spark will do with your code. Seven core questions are answered here with evidence from a real Spark session over three million taxi trips: job counts, physical plans, partition numbers and row distributions, instead of definitions recited from memory.
Tableau Interview Questions and Answers
Tableau interviews return to one topic more than any other: when each calculation happens. This guide answers the core questions on FIXED, INCLUDE and table calculations, with the Tableau formulas and their results reproduced on a year of real online orders: one filter, two answers, 100% or 2.57%.