Course Overview
  • Course Overview Lecture
  • Curriculum Overview
  • Frequently Asked Questions
Data Science Career Overview
  • Why a choose a career in Data Science?
  • Data Science is Interdisciplinary
  • Data Science Position and Titles
  • Thoughts on Higher Education
Data Science Interview Preparation
  • Introduction to Interview Preparation
  • Technical Tools of the Trade
  • Theory Knowledge
  • Machine Learning Knowledge
  • Software Knowledge
  • How do I know when I'm ready?
The Data Science Interview Process
  • Resumes
  • Interview Process
  • Landing Interviews
  • Negotiating Offers
Probability Theory Interview Questions
  • Introduction to Probability Interview Questions
  • Probability Question 1
  • Solution for Probability Question 1
  • Probability Question 2
  • Solution for Probability Question 2
  • Probability Question 3
  • Solution for Probability Question 3
  • Probability Question 4
  • Solution for Probability Question 4
  • Probability Question 5
  • Solution for Probability Question 5
  • Probability Question 6
  • Solution for Probability Question 6
  • Note about Probability Interview Question 7
  • Probability Question 7
  • Solution for Probability Question 7
  • Probability Question 8
  • Solution for Probability Question 8
  • Probability Question 9
  • Solution for Probability Question 9
Statistics Interview Questions
  • Introduction to Statistics Interview Questions
  • Statistics Interview Question 1
  • Solution for Statistics Interview Question 1
  • Statistics Interview Question 2
  • Solution for Statistics Interview Question 2
  • Statistics Interview Question 3
  • Solution for Statistics Interview Question 3
  • Statistics Interview Question 4
  • Solution for Statistics Interview Question 4
  • Statistics Interview Question 5
  • Solution for Statistics Interview Question 5
Product Analysis and Business Metrics Interview Questions
  • Introduction to Product Design and Metrics
  • Product Design and Metrics - Interview Question 1
  • Product Design and Metrics - Interview Question 1 - Solution
  • Product Design and Metrics - Interview Question 2
  • Product Design and Metrics - Interview Question 2 - Solution
  • Product Design and Metrics - Interview Question 3
  • Product Design and Metrics - Interview Question 3 - Solution
  • Product Design and Metrics - Interview Question 4
  • Product Design and Metrics - Interview Question 4 - Solution
  • Product Design and Metrics - Interview Question 5
  • Product Design and Metrics - Interview Question 5 - Solution
Working with Data Interview Questions
  • Introduction to SQL Questions
  • Data with SQL - Interview Question 1
  • Data with SQL - Interview Question 1 -Solution
  • Data with SQL - Interview Question 2
  • Data with SQL - Interview Question 2 - Solution
  • Data with SQL - Interview Question 3
  • Data with SQL - Interview Question 3 - Solution
  • Data with SQL - Interview Question 4
  • Data with SQL - Interview Question 4 - Solution
  • Data with SQL - Interview Question 5
  • Data with SQL - Interview Question 5 - Solution
Machine Learning Interview Questions
  • Introduction to Machine Learning Interview Questions
  • Machine Learning Interview Question 1
  • Machine Learning Interview Question 1 - Solution
  • Machine Learning Interview Question 2
  • Machine Learning Interview Question 2 - Solution
  • Machine Learning Interview Question 3
  • Machine Learning Interview Question 3 - Solution
  • Machine Learning Interview Question 4
  • Machine Learning Interview Question 4 - Solution
  • Machine Learning Interview Question 5
  • Machine Learning Interview Question 5 - Solution
  • Machine Learning Interview Question 6
  • Machine Learning Interview Question 6 - Solution
  • Machine Learning Interview Question 7
  • Machine Learning Interview Question 7 - Solution
  • Machine Learning Interview Question 8
  • Machine Learning Interview Question 8 - Solution
  • Machine Learning Interview Question 9
  • Machine Learning Interview Question 9 - Solution
  • Machine Learning Interview Question 10
  • Machine Learning Interview Question 10 - Solution