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Prago2001/data-science

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A repository to implement data science/ML algorithms and their applications.

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  1. Create an image filter using k-means clustering.
  2. Implement linear regression using numpy.
  3. Predict flight prices using linear regression, SVM, Random Forest Regression, Decision Tree Regressor and XGBoost Regression.
  4. Email-classification-andfiltering: Download emails from gmail and determine the number of jobs applied to by using LangChain, Ollama and Chroma DB.