LeetCode for Python questions, easy gets you past coding rounds at most companies, DataLemur for SQL interview prep, Cracking the PM Interview is good for product data science questions and more open-ended business-y DS case problems. For ML interview questions, just knowing the most important concepts + terminology from Intro to Statistical Learning is good (most interviews ask about classical techniques, so don't worry if you aren't a deep learning pro). Practical Stats is good for Prob/Stat conceptual questions (but doesn't exactly map to what interviews test... unfortunately at FAANG + Wall Street you will find the occasional probability brain teaser). You can also check out the book " Ace the Data Science Interview " on Amazon, which is like "Cracking the Coding Interview" but for Data Science & ML interviews. It covers all the topics mentioned above, but I'm a tad biased since I wrote the book! Answer from NickSinghTechCareers on reddit.com
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Reddit
reddit.com › r/leetcode › data scientist research google interview
r/leetcode on Reddit: Data scientist research Google interview
March 14, 2025 -

Hey there. Data scientist here preparing for a first round of interviews at Google for a researcher position.

I was wondering if anyone here have been interviewed for this position before. The contents are

1st: Statistics + communication. 2nd: Data analysis + communication.

I am reviewing topics such as expectation, variance, probability, bayes theorem, hypothesis testing, confidence interval and A/B tests.

Any tips, leaked questions, material for study? I appreciate a lot.

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StrataScratch
stratascratch.com › blog › how-to-use-leetcode-for-data-science-sql-interviews
How To Use LeetCode For Data Science SQL Interviews - StrataScratch
Manipulating the data to create ... tested on data science interviews. LeetCode focuses more on your technical algorithm skills to perform specific tasks like inverting a binary tree or writing sorting algorithms in efficient ways....
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LeetCode
leetcode.com › discuss › interview-experience › 1841995 › google-data-scientist-zurich-aug-2021-reject
Google | Data Scientist | Zurich | Aug 2021 [Reject] - Discuss ...
1st recruiter call (30 minutes): 1. Describe previous projects 2. Why did you apply? 2nd technical phone screen (1 hour): 3 sections (data intution, statis
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LeetCode
leetcode.com › discuss › interview-question › 2092490 › interview-question-for-data-science-part-1
Interview Question For Data Science ||Part-1 - Discuss - LeetCode
Introduction: Data science is an interdisciplinary field that mines raw data, analyses it, and comes up with patterns that are used to extract valuable insig
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YouTube
youtube.com › watch
Solving Leetcode Problems as a Data Scientist - YouTube
Join the waitlist for Resume Scorer: https://forms.gle/CsoQyH21eFA1c5E47Resume Scorer (V1): https://ranesh11.pythonanywhere.com/Join The Discord Community: h...
Published   October 18, 2024
Find elsewhere
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YouTube
youtube.com › playlist
Leetcode Data Science Interview Questions - YouTube
Welcome to my LeetCode playlist. These YouTube videos are designed to help you ace your interviews in the fields of data analytics, science, and engineering....
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Datainterview
datainterview.com › blog › google-data-scientist-interview
Google Data Scientist Interview in 2025 (Leaked Questions)
November 7, 2024 - Technical rigor is a hallmark of Google’s Data Scientist interviews, making SQL and coding proficiency essential. Brush up on SQL fundamentals, with a focus on: ... Practice coding questions that involve real-world data analysis scenarios. Use platforms such as LeetCode or practice live coding ...
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StrataScratch
stratascratch.com › blog › leetcode-python-solutions-for-data-science
LeetCode Python Solutions for Data Science - StrataScratch
How does a data scientist use LeetCode to practice their python skills for their data science interviews? LeetCode has a huge repository of real interview questions. These questions have been asked by popular tech companies like Amazon, Google, Microsoft, Facebook, and more.
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Blind
teamblind.com › post › Google-Data-Scientist-Interview-whats-it-like-HQYAuNJ8
Google Data Scientist Interview: what's it like(?) | Tech Industry - Blind
I wanted to ask for Google Data Scientist Interview do they ask: - Leetcode style questions (as if it were SWE role) - Data Science questions (SQL, Statistics, etc..) Or both? Any thoughts or advice are helpful, thank you TC: not great hence this...
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LeetCode
leetcode.com › discuss › interview-experience › 744895 › google-mtv-l3-ml-swe-july-2020-offer
Google | MTV| L3 | ML SWE | July 2020 | [Offer] - Discuss - LeetCode
Hello to all dear leetcode community. It is time for me to share my experience. Hope you will find it useful and inspiring. Current Status of Interview Got an offer L3 is the decided level · My Background CS Master from a top 30 university in USA. 1.5 years of experience as a ML Engineer/data scientist. 2 research internship about ML . My Story Last year I had started interview with Google ...
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LeetCode
leetcode.com › discuss › general-discussion › 639032 › data-analyst-data-engineer-data-scientist-interview-preparation
Data Analyst / Data Engineer / Data Scientist Interview Preparation ...
Hello, Can anybody share their experience regarding Data Analyst / Data Engineer / Data Scientist Interviews they had recently? I am a Master's student(Inf
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LeetCode
leetcode.com › discuss › study-guide › 4131895 › Data-Scientist-Interview-prep
Data Scientist Interview prep - Discuss - LeetCode
Wanted to know what broader data structure topics are being asked for the initial coding rounds for Data Scientist roles these days? It has been quite some time
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Kaggle
kaggle.com › getting-started › 118077
LeetCode for Data Science
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Reddit
reddit.com › r/leetcode › which neetcode topics should i focus on for entry level data science interviews? (python only)
r/leetcode on Reddit: Which Neetcode topics should I focus on for entry level Data Science interviews? (Python only)
July 18, 2024 - Someone with more experience in DS can give a better answer than me, but I feel like just basic leetcode is worth it for DS. You’d probably get more value from stratascratch and kaggle. ... Focus on Python Basics (variables, control flow, functions), NumPy (arrays, operations), Pandas (DataFrames, manipulation), Matplotlib (basic plotting), Basic statistics and probability, and Scikit-learn basics (importing data, basic models).
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Unp
unp.education › home › google data scientist interview questions and answers october 2024
Google Data Scientist Interview Questions and Answers October 2024
March 24, 2025 - 4. Are there any mock interview platforms for Google data scientist roles? Yes, platforms like Pramp, Interviewing.io, and LeetCode offer mock interview experiences tailored for Google.
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Reddit
reddit.com › r/leetcode › google data scientist intern prep
r/leetcode on Reddit: Google data scientist intern prep
April 27, 2023 -

What goes into preparing for Google Data Scientist Internship? I have two 45 minute technical interviews but I am not sure if it will only be a coding round. Any tips, advice, resources would be greatly appreciated!

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Kaggle
kaggle.com › questions-and-answers › 225859
Do we really need Leetcode (Data Structures & Algorithms) ...
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