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Codecademy

Data Scientist Interview Preparation

via Codecademy Path

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Overview

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Prepare for the data science interview process, from navigating job postings to passing the technical interview. Includes **Python**, **SQL**, **Interview Prep**, **Algorithms**, **Machine Learning**, **Data Cleaning**, **Data Visualization**, **Communication**, and more.

Syllabus

  • Welcome to the Data Scientist Interview Preparation Skill Path
    • Prepare for your data scientist interview, get familiar with common roles, and practice questions to hone your interview skills.
  • Getting Started with Data Science Interview Prep
    • Navigate data scientist job descriptions and the data scientist interview process with confidence!
  • General Data Questions for Data Scientists
    • Practice answering data scientist interview questions about general data concepts.
  • Visualization, Communication, and Experimental Design
    • Practice answering data visualization, communication, and experimental design interview questions for data scientist interviews.
  • Coding Challenges for Data Scientist Interview Preparation
    • Prepare for SQL coding challenges and whiteboarding interviews in any programming language (including Python and R).
  • Machine Learning and Algorithms for Data Science Interviews
    • Hone your machine learning and algorithms skills and knowledge to prepare for your next data science interview.
  • Data Scientist Interview Preparation Portfolio Project
    • Showcase your data science skills with a curated portfolio project.
  • Review of the Data Scientist Interview Preparation Skill Path
    • Review all that you've covered in the Data Scientist Interview Preparation Skill Path.

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