1. Live Coding

Exceptional Resources to Prepare for the Data Science Interview. Part 1: Live Coding

Материалы для подготовки к собеседованию на позицию Data Scientist. Часть 1: Live Coding

In this article, we will understand what a live coding interview is and how to prepare for it.

This blog-post will primarily be useful to Data Scientists and ML engineers, while some sections, for example, Algorithms and Data Structures, will be suitable for all IT specialists who will have to go through the live coding section.

Table of contents:

• Preparing for an Algorithmic Interview
• Resources
  • Algorithms and Data Structures
  • Programming in Python
  • Solving a Practical Data Science Problem
  • Hybrid
• Learning How to Learn
• Let’s sum it up
• What’s next?

2. Classic Machine Learning

Exceptional Resources for Data Science Interview Preparation. Part 2: Classic Machine Learning

Материалы для подготовки к собеседованию на позицию Data Scientist. Часть 2: Классическое машинное обучение

In the previous article, I shared resources for preparing for one of the most daunting (for many) stages — Live Coding.

In this article, we will look at resources that can be used to prepare for the section on classic machine learning.

Table of contents:

• Classic Machine Learning
• Resources
  • Books
  • Courses
  • Sites
  • Cheatsheets
  • Other
• Let’s sum it up
• What’s next?