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machine-learning

some used case problems

  1. Titanic Dataset Problem
  2. Heart Disease Probelm
  3. Loan Prediction Problem
  4. Image Recognition Problem using Keras
  5. Sparks Foundation Projects
    • Task-1: Predict the percentage of student if he studies for 9.25hours/day.
    • Task-2: From the given ‘Iris’ dataset, predict the optimum number of clusters and represent it visually.
    • Task-3: Perform ‘Exploratory Data Analysis’ on dataset ‘SampleSuperstore’ As a business manager, try to find out the weak areas where you can work to make more profit. What all business problems you can derive by exploring the data?
    • Task-4: Create the Decision Tree classifier and visualize it graphically. The purpose is if we feed any new data to this classifier, it would be able to predict the right class accordingly.

  6. Loan Prediction Problem
  7. IPL First innings score prediction
  8. Superstore Data Analysis
  9. Wine Quality Prediction
  10. Vehicle Data Analysis