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How to begin journey in Data Science?

  • To begin a journey in Data Science, you need to have knowledge of various key areas.
  • Linear Algebra: Understanding the math behind Machine Learning algorithms requires knowledge of Linear Algebra.
  • Statistics: Data Science involves analyzing and making meaningful insights from data, which requires knowledge of Statistics.
  • SQL: Since real-world data is often stored in databases, knowledge of SQL is required to retrieve and work with data.
  • Machine Learning/Deep Learning: Building meaningful models requires understanding and knowledge of ML algorithms.
  • MLOps: Deploying and maintaining models in production requires expertise in MLOps.
  • Data Visualization: Effective visualization and presentation skills are important to showcase results.
  • Value Delivery: Understanding the problem and delivering value is crucial for success in Data Science.

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