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5 Essential Steps for Starting Your Data Science Journey

Don't Start Your Data Science Journey Without These 5 Must-Do Steps From a Spotify Data Scientist | by Khouloud El Alami | in Towards Data Science 🔗

The article provides valuable insights and recommendations for individuals embarking on a data science journey, drawing from the author's personal experience as a Data Scientist at Spotify. The 5 essential steps highlighted in the article are:

  1. Mastering Linear Algebra and Statistics Basics
  2. Understanding Basic Algorithmic Frameworks and Data Structures
  3. Going Beyond Importing ML Algorithms to Understand their Structure
  4. Proficiency in Python and its Libraries
  5. Acquiring Proficiency in SQL

These steps are crucial for laying a strong foundation in data science and setting oneself up for success in the field. The author emphasizes the importance of these steps based on their own challenging journey into the world of data science and offers valuable advice to avoid similar struggles.

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