Data Science RoadMap

Data Science

TL;DR

  • Data Acquisition
    • Excel, Statistics,Probability, SQL
  • Data Preparation
    • Python, Pandas, Numpy, Matplotlib/Seaborn
  • Exploratory data Analysis
    • Linear Algebra, Pandas
  • Data Modeling
    • Calculus, Machine learning, TensorFlow
  • Visualization
    • PowerBI, Tabelu
  • Deployment
    • Heroku, AWS
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