Bootcamp Assignments

Foundation

• Check out my assignments on Gist.
• Web Scraping & Data Analysis Group Project
  • transaction_history_graphs
  • 3D_Scatterplot
  • regex ex

Beginner ML

• Day16 MLIntroAndEDA

  • EDA_facebook-live
  • EDA_vpn

• Day17 Preprocessing

  • Feature-Scaling_stock
  • Imputer_Feature-Scaling_vpn

• Day18 LinearRegression

  • Remove-Outliers_boston

• Day19 PolynomialRegressionandRegularization

  • Polynomial-Regression_boston
  • Regularization_red-wine
  • Get-dummies_grades

• Day20 LogisticRegression

  • Logistic-Regression_iris (solver & multi_class)
  • Logistic-Regression_skin (Normalization)
  • GridSearch_advertising

• Day21 kNNandSVM

  • kNN-Classification_zoo

• Day22 DecisionTreesAndEnsembleMethods

  • Decision-Tree_zoo

• Day23 KMeansAndPCA

  • KMeans-Clustering_cars
  • PCA_porto

• Group Project_HK Horse Racing

  • combine_table
  • modeling
  • deploy

Beginner Data Engineering

• MySQL ex
• MongoDB ex
• BigQuery ex