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Machine learning Topics

  • Linear and Logistic Regression
  • Decision Trees
  • Random Forests
  • SVM
  • Naive Bayes and KNN
  • K-Means Clustering
  • Feature Engineering and Dimentionality Reduction
  • Data Visualization
  • Data analytics and EDA
  • Data Cleaning
  • All basic evaluation metrics and interpretation

Tools/Frameworks

  • Scikit-Learn
  • Pytorch basic
  • Streamlit and Flask
  • Python, Numpy, Pandas, Matlotlib, Seaborn, Plotly
  • Deep learning Basics
  • Docker basics

Want to learn more and grow my skills along the way.