Data-Science-Interview-Preparation-Resources

A curated list of resources to help you prepare for your next data science interview.

Data Science Hiring Process

• Overview of data science hiring process
• 3 Resources to Get & Pass Your First Data Science Interview

Resume & Portfolio Preparation

Writing Standing Out Resume

• How to Build a Data Science Resume That Gets You Interviews?
• Crafting the Perfect Data Science Resume: 10 Common Mistakes to Steer Clear of
• How I Got 15 More Data Science Interviews in One Month?

How to Build a Standing Out Portfolio

• The Importance of Having a Portfolio As a Data Scientist
• Want to Stand Out in Data Science? Don’t Make These Portfolio Mistakes!
• How To Build A Data Science Portfolio That Will Land You A Job?
• Hiring Manager Tips To Land Your First Data Science Job
• Guided Projects: The Ultimate Way to Learn Data Science
• 10 End-to-End Guided Data Science Projects to Build Your Portfolio
• Master Computer Vision and Boost Your Portfolio with These 10 End-to-End Projects
• Build Impressive Data Science Projects: 10 Websites with Open Datasets to Build Your Portfolio
• 5 Game-Changing Free Tools to Enhance Your Data Science Portfolio
• Building Industry Level Data Science Projects: A Step-by-Step Guide

Getting Internal Referal

• Three Methods To Get Internal Referrals For Data Science Positions

Behavioral Interview Preparation

• Cracking the Data Science Behavioral Interview [Full Guide]
• What To Expect In A Data Science Behavioral Interview
• How To Introduce Yourself In A Data Science Behavioral Interview
• How To Present Past Projects In A Data Science Behavioral Interview
• What To Ask At The End of A Data Science Behavioral Interview?
• Avoid These 3 Mistakes In Data Science Behavioral Interviews
• Top 50+ Behavioral Data Science Interview Questions

Technical Interview Preparation

• You should Review These Topics Before Data Science Technical Interview

Machine Learning Questions

• Types of Machine Learning Questions In A Data Science Interview & How To Prepare for Them
• Machine Learning Interview Questions & Answers for Data Scientists
• Crack the Machine Learning Coding Questions
• Deep Learning Interview Questions & Answers for Data Scientists
• Top Large Language Models (LLMs) Interview Questions & Answers
• Top Computer Vision Interview Questions & Answers [Part 1]
• Top Computer Vision Interview Questions & Answers [Part 2]
• Top Computer Vision Interview Questions & Answers [Part 3]

SQL Interview Preparation

• 13 SQL Statements for 90% of Your Data Science Tasks
• SQL Window Functions: Simplifying Complex Queries for Efficient Data Analysis
• Ace the SQL Questions in Data Science & Analysis Technical Interview
• Unlocking the Power of SQL: How to Ace Top N Problem Questions in Interviews
• How To Ace the SQL Ratio Problems In Data Science Interviews
• Cracking the SQL Window Function Coding Questions
• SQL & Database Interview Questions & Answers for Data Scientists
• 6 Free Resources For SQL Interview Preparation

Programming Questions

• Foundations of Data Structures: Essential Concepts for Data Science Coding Interviews [Part 1]
• Foundations of Data Structures: Essential Concepts for Data Science Coding Interviews [Part 2]
• Top Important Python Questions for Data Science Interviews [Conceptual Questions]
• Top Important Python Questions for Data Science Interviews [Data Cleaning and Preprocessing]
• Top Important Python Questions for Data Science Interviews [Machine & Deep Learning ]
• Python Interview Questions & Answers for Data Scientists
• 5 Python Tips for Acing Data Science Coding Interview

Mathematics Questions

Statistics

• Mastering These 5 Statistics Concepts Will Boost Your Success in Data Science Interviews

• Mastering Hypothesis Testing for Data Science Interviews

• Mastering A/B testing for Data Science Interviews: Introduction to A/B Testing

• Mastering A/B Testing: A Real World Bussines Example [Part 1]

• Mastering A/B Testing: A Real World Bussines Example [Part 2]

• Statistics Interview Questions & Answers for Data Scientists

  Probability

• 15 Important Probability Concepts to Review Before Data Science Interview [Part 1]

• 15 Important Probability Concepts to Review Before Data Science Interview [Part 2]

• Top Important Probability Interview Questions & Answers for Data Scientists [Conceptual Questions]

• Top Important Probability Interview Questions & Answers for Data Scientists [ Mathematical Questions]