Index For Interviews Preparation For Data Scientist Role

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For Data Scientist Role

Theoretical Questions On Data Science

1. What is Data Science Lifecycle?
2. What are the Data Science Roles?
3. What all fields and subfields are closely related to Data Science?

Questions From Interviews (Data Scientist)

1. Interview for Data Scientist Role at Cognizant (Questions With Answers From Gemini - 18 Apr 2024)
2. Coding Round in Interview for Data Scientist Role at National Australia Bank (17 Nov 2023)
3. Data Structures, Algorithms and Coding Round For Data Scientist at Agoda (26 Sep 2023)
4. Interview for Data Engineering and Machine Learning Profile (20 Sep 2023) - For the position of Infosys Digital Specialist
5. Interview for Natural Language Processing, and Machine Learning Profile (2 Sep 2023) - For Data Scientist Role at Accenture

Questions For 'Natural Language Processing' Posed By ChatGPT / Gemini

1. Day 1: NLP Interview Preparation - Seeking help from ChatGPT on Technical Aspects

Questions For 'Machine Learning' Posed By ChatGPT / Gemini

1. Day 1: Preparing Machine Learning Topics for Data Scientist Interview by The Help of Gemini
2. Day 2: Some complex interview questions for the use case of Master Data Management for Tyson Foods (US) from my resume
3. Day 2: Some complex questions on Bot Dectection Project on Twitter Data For Infosys Digital Marketing Team
4. Day 3 of Interview Preparation For Data Scientist Role: Some MCQs and Scenario Based Questions on The Topic of Regression
5. Day 4 of Interview Preparation For Data Scientist Role: Questions on Classification
6. Day 5: Complex Scenario Based Questions For Anomaly Detection Project (May 2024)
7. Day 6: MCQs and Scenario Based Complex Questions on The Topic of "Binary and Multiclass Classification"
8. Day 7: MCQs and Scenario Based Questions on 'Bayes Search For Hyperparameter Tuning'
9. Day 8: Scenario Based Questions on Normalization and Standardization
10. Day 9: MCQs and Scenario Based Questions on 'Support Vector Machines'

MCQs and Complex Scenario Based Questions For Various Machine Learning Models

1. For kMeans Clustering Algorithm (via Gemini)
2. On kNN Machine Learning Model (via Gemini)
3. On Logistic Regression Classifier (via Gemini)
4. On Decision Tree Regressor (via Gemini)

Questions For Statistics From Khan Academy

1. Interview for Statistics and Data Science Profile (Part 1) - 26 Sep 2023
2. Questions on The Concept of Random Variables From Statistics and Probability (From Khan Academy)
3. Data Science Interview Questions on The Empirical Rule For Normal Distribution

Tags: Technology,Interview Preparation,Machine Learning,Natural Language Processing,