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ML

This repository contains sample examples on regression, classification, time seriese analysis and hypothesis testing

Topic covered

  1. Linear Regression
  2. Logistic regression
  3. Time seriese analysis using classical ML and LSTM
  4. Hypothesis testing
  5. K-means clustering
  6. Gaussian Mixture Model
  7. DBSCAN clustering
  8. PCA
  9. Association mining (Apriori Algorithm)

Models to solve problems

  1. Sales prediction
  2. Anomaly detection
  3. Sentiment analysis
  4. Market basket analysis to increase profit

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