/TSF-GRIP-Files

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TSF-GRIP-Files

Task 2: Prediction Using Supervised ML - Linear Regression

  • Aim: To predict the percentage of marks of an student based on the number of study hours
  • Programming Language used: Python 3
  • Data source: http://bit.ly/w-data

Task 3: Unsupervised Machine Learning

  • Aim: To predict the optimum number of clusters and represent it visually from the given 'Iris Dataset'
  • Programming Language used: Python 3
  • Data source: https://bit.ly/3kXTdox

Task 4 : Prediction using Decision Tree Algorithm

  • Aim: To create the Decision Tree classifier and visualize it graphically
  • Programming Language used: Python 3
  • Data source: https://bit.ly/3kXTdox

Task 5: Exploratory Business Analytics

  • Aim: To perform exploratory data analytics on 'SampleSuperstore' dataset to find out weaker areas of business to boost profits
  • Programming Language used: Python 3
  • Dataset: https://bit.ly/3i4rbWl