Data Scientist

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Role Overview

A Data Scientist builds predictive models using machine learning, statistics, and programming. They solve complex business problems with AI.

Key Responsibilities

  • ML model development
  • Data preprocessing
  • Feature engineering
  • NLP, forecasting, predictive analysis
  • A/B testing
  • Model deployment (sometimes)

Skills You Learn

  • Python, R
  • Machine Learning algorithms
  • Statistics & probability
  • Data visualization
  • Deep learning basics
  • Feature engineering

Tools Used

Python, Jupyter, Sklearn, TensorFlow/PyTorch, SQL, Pandas, NumPy

Who Is This For?

People who love coding, math, ML, AI.

Job Titles

Growth Path

Data Scientist Senior DS ML Engineer AI Architect