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Data Science using Python Programming

Data Science using Python Programming

Trainer: Probyto Data Science & Consulting Pvt. Ltd.
Partners: EICT - IIT Guwahati & Sri Sankara Arts & Science College, Tamil Nadu

DAY-1

  • Data Science Overview
  • Data Analytics Overview
  • EDA - Human Body Temperature Dataset
  • Statistical Analysis and Business Applications

DAY-2

  • Introduction to Numpy
  • Introduction to SciPy

DAY-3

  • Introduction to Pandas
  • Introduction to Matplotlib

DAY-4

  • What is Machine Learning?
  • Introduction to Scikit-Learn
  • Feature Engineering
  • Linear Regression
  • Principal Component Analysis
  • K-Means Clustering

DAY-5

  • Data Science Project using Bank Customer Dataset

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