raysin8411/kaggle

My kaggle website

kaggle

Air Quality Marid

• Mainly deal with missing data
• Step
  1. Concatenate all data files
     • Raw Data
     • Wanted test data
  2. Produce missing values
     • random missing value
  3. Build glrm model(glrm : Generalized Low Rank Models)

Bike Sharing Demand

• Build the regression model
• Step
  1. EDA(Exploratory Data Analysis)
  2. Add time variables
  3. Bulid RandomForest Model
  4. Select important features

Movie Sentiment Analysis

• Practice building the LSTM model
• Step
  1. Preparing the data
  2. Convering a text into a list of integers
  3. Filling zeros to a fixed-length sentence
  4. Preparing training and testing data
  5. Bulid the model
     • Visualize model architecture
  6. Train the model
  7. Test